Stoic News

By Dave Kelly

Wednesday, April 29, 2026

The Sterling Writing Standard SWS v1.0

 

The Sterling Writing Standard

SWS v1.0 — A Writing Quality Instrument for Stoic Philosophical Writing

Instrument architecture: Dave Kelly. Theoretical foundations: the Stoic philosophical corpus of Grant C. Sterling, including Core Stoicism, the Sterling Logic Engine v4.0, the Sterling Decision Framework v3.3, and the Sterling Interpretive Framework v1.0. Model corpus: Grant C. Sterling’s ISF posts (2003–2022), including Core Stoicism (2005), the Nine Excerpts, Two and One-Half Ethical Systems (2011), Stoic Dualism and Nature (2013), and Stoicism and Self-Interest (2014). Prose rendering: Claude, 2026.


Part One: Theoretical Framework

1.1 Scope and Governing Claim

The Sterling Writing Standard (SWS) is a writing quality instrument for evaluating and improving philosophical writing about Stoicism. It governs writing about the Stoic framework as reconstructed by Grant C. Sterling — essays, blog posts, analytical pieces, argument reconstructions, and applied analyses. It does not govern creative writing, narrative writing, or writing in genres that do not make philosophical claims.

The governing claim is: good philosophical writing about Stoicism corresponds to what the framework actually argues, is grounded in the six classical philosophical commitments that make the framework coherent, and exhibits the argumentative precision, propositional clarity, and intellectual economy that characterize Sterling’s own corpus writing. Writing that falls short of this standard is not merely stylistically weak. It fails to correspond to what the framework actually is — it produces a misrepresentation of the framework, whether through vagueness, therapeutic drift, evaluative contamination, or commitment violation.

The SWS evaluates writing against the Sterling standard and identifies where it falls short. The evaluative instrument is not a style guide. It is a correspondence test applied to philosophical writing: does this writing correspond to what Sterling’s Stoicism actually claims, and does it argue with the precision and integrity the framework requires?

1.2 The Model Corpus

The SWS derives its standard from close reading of Sterling’s own ISF writing across the corpus. Six qualities are consistently present in that writing and consistently absent from weaker writing about the same framework. These six qualities are the instrument’s governing criteria. They are not derived from general principles of good writing. They are derived from what Sterling’s writing actually does.

The most instructive contrast is between Sterling’s own ISF posts and the popular Stoic writing that surrounds them in the contemporary revival. Sterling writes: “Only virtue is good, only vice is evil, and everything else is indifferent.” Popular Stoic writing writes: “Stoicism teaches us to focus on what we can control and let go of what we can’t.” Both sentences gesture toward the same framework. One is a philosophical claim that can be true or false, that has implications the writer must be prepared to defend, and that commits the writer to a specific metaphysical position. The other is a piece of advice that might be endorsed by any number of frameworks, that makes no specific philosophical commitment, and that tells the reader nothing about what Stoicism actually holds.

The SWS is the instrument for maintaining the first kind of writing and catching the drift toward the second.

1.3 The Six Commitments as Writing Standards

The six classical philosophical commitments that ground the Sterling framework are not only the theoretical architecture of Stoic practice. They are also the writing standards by which philosophical writing about Stoicism is evaluated. Writing that violates a commitment is not merely philosophically incorrect. It is writing that has drifted away from what the framework actually claims, toward a formation-derived softening of the framework that misrepresents it.

Substance Dualism (C1) as a writing standard: Writing governed by C1 maintains the categorical distinction between the rational faculty and the body, externals, and all conditions that are not genuinely the agent’s own. Writing that violates C1 identifies the self with its emotional states, its history, its relationships, or its circumstances. It writes “I am devastated” rather than “I have assented to a false impression about a dispreferred indifferent.” It writes “my circumstances define me” rather than “my rational faculty is prior to my circumstances.” The SWS catches C1 violations as a specific named failure mode.

Libertarian Free Will (C2) as a writing standard: Writing governed by C2 treats assent as a genuine first-caused act. It does not write about Stoic practice as if the agent’s responses are determined by prior conditions, training, or temperament. It does not write “some people are naturally better at this than others” in a way that implies the capacity for genuine assent varies by constitution rather than by training. C2 violations are most visible in writing that explains Stoic failure in terms of psychological type, developmental history, or neurological predisposition rather than in terms of the quality of the agent’s own examination of impressions.

Moral Realism (C3) as a writing standard: Writing governed by C3 treats the Stoic value claims as objective facts rather than as preferences, cultural conventions, or pragmatic guidelines. “Only virtue is genuinely good” is a claim about how things actually are, not a claim about what ancient Greeks happened to value or what a particular therapeutic tradition recommends. C3 violations are most visible in writing that softens the framework’s value claims into relativism (“for the Stoics, virtue was the highest good”), instrumentalism (“focusing on virtue helps us feel better”), or cultural historicism (“in ancient Rome, these ideas made sense given the political circumstances”).

Correspondence Theory (C4) as a writing standard: Writing governed by C4 treats every philosophical claim as a claim about how things actually are, assessable as true or false. C4 violations are most visible in writing that treats Stoic claims as useful frameworks, helpful perspectives, or interesting ways of looking at things — formulations that withdraw the truth claim from the proposition and replace it with a pragmatic or aesthetic endorsement. Sterling writes: “grief at the death of a child or wife is preventable.” This is a truth claim. C4-violating writing would write: “Stoicism offers a perspective on grief that many find helpful.”

Ethical Intuitionism (C5) as a writing standard: Writing governed by C5 treats the framework’s moral claims as directly apprehensible by any rational agent attending correctly. It does not write as if access to the framework’s conclusions requires special cultural formation, religious commitment, or philosophical training beyond the training the framework itself provides. C5 violations are most visible in writing that relativizes the framework’s moral claims to a particular tradition, cultural context, or historical moment — or that treats the framework’s conclusions as the products of ancient philosophical culture rather than of rational inquiry available to anyone.

Foundationalism (C6) as a writing standard: Writing governed by C6 grounds its arguments in the framework’s first principles and derives its conclusions from those principles in a visible argumentative chain. It does not present conclusions as disconnected observations, anecdotal wisdom, or unsupported assertions. C6 violations are most visible in writing that quotes Stoic sources without grounding the quotation in the framework’s argumentative structure — producing the appearance of philosophical depth without the reality of systematic derivation.


Part Two: The Six Writing Criteria

Criterion 1: Propositional Precision

The Sterling standard: Every load-bearing claim in the writing is stated as a proposition that can be true or false. The claim is specific enough that a competent reader could identify what would make it false. Philosophical load-bearing claims are not hedged into vagueness, softened into advice, or dissolved into perspective.

What Sterling does: “To live well it is sufficient to be virtuous; neither knowledge of the future, nor good health, nor friends, nor wealth are necessary to a good life.” This is a claim. It is specific. It is falsifiable. It has implications the writer must defend.

What violates this criterion:

Vagueness drift: philosophical claims stated at a level of generality that removes their specific content. “Stoicism teaches us to focus on what matters” has no falsifiable content. What matters? By what standard? The specific Stoic claim — that only virtue matters in the sense of being genuinely good — has been dissolved into a truism that any framework could endorse.

Advice register: philosophical claims reformulated as practical advice, removing the truth claim. “Try to keep your focus on what you can control” is advice. “Only what is in your control can be genuinely good or genuinely evil” is a philosophical claim. The advice register is not wrong as advice. It is wrong as philosophy because it withdraws the commitment that the framework requires.

Perspectival softening: philosophical claims introduced with hedges that convert them from truth claims to perspectives. “From a Stoic perspective, externals are indifferent” implies that from another perspective they might not be. The framework holds that externals are indifferent, full stop. The perspectival hedge is a C3 and C4 violation in writing form.

Detection criterion: Take each load-bearing claim in the writing and apply the test: is this stated as a proposition that can be true or false, or has it been softened into vagueness, advice, or perspective? If the latter, Criterion 1 is violated at that claim.


Criterion 2: Argument Structure

The Sterling standard: The writing’s conclusions follow visibly from its premises. The argumentative chain is present in the text. The reader can follow it, evaluate it, and identify where it might be resisted. Conclusions do not appear without the argument that earns them.

What Sterling does: In Core Stoicism, Sterling moves from the premise that what is good must benefit unconditionally, through the observation that conventional goods can be used well or badly, to the conclusion that conventional goods are not genuine goods. The argument is stated, not assumed. The reader can follow each step.

What violates this criterion:

Assertion without argument: conclusions stated without the premises that earn them. “Therefore we should not grieve” appearing without the argument that establishes why the evaluative second assent that produces grief is false. The conclusion may be correct. Without the argument it is unsupported.

Quotation substitution: a quotation from Epictetus, Marcus Aurelius, or Sterling substituted for an argument. Quotations are evidence that a conclusion has been reached within the tradition. They are not the argument that establishes the conclusion. Writing that quotes “some things are in our power and some are not” without deriving what follows from this is substituting a famous formulation for the argument the formulation presupposes.

Implication without derivation: the writing jumps from a general principle to a specific conclusion without the intermediate steps that make the derivation visible. “Since only virtue is good, we should not fear death” is an implication that requires several intermediate steps about what death is, what its relationship to virtue is, and why fearing an indifferent constitutes a false evaluative judgment. Omitting those steps is not economy. It is the omission of the argument.

Detection criterion: Identify each conclusion in the writing. Can the premises from which it follows be identified in the text? Is the derivation from those premises visible? If conclusions appear without visible premises and derivation, Criterion 2 is violated.


Criterion 3: Commitment Grounding

The Sterling standard: The six commitments are architecturally present in the writing. They are not announced or discussed as a list of commitments. They are present in the way the writing handles every claim about the self, agency, truth, and value. A reader who understands the commitments can identify where each one is doing load-bearing work in the argument. A reader who denied one of the commitments would be unable to follow the argument without resistance.

What Sterling does: Sterling writes about the rational faculty as categorically prior to the body and its conditions (C1 operating in the writing) without stopping to argue for substance dualism. He writes about assent as the agent’s genuine first-caused act (C2 operating) without stopping to argue for libertarian free will. The commitments are in the writing the way load-bearing walls are in a building: present, structural, not announced.

What violates this criterion:

Commitment violation: the writing makes a claim that requires the denial of one of the six commitments. Writing that explains Stoic resilience in terms of neurological conditioning violates C1 and C2. Writing that describes Stoic value claims as ancient Greek cultural preferences violates C3. Writing that presents Stoicism as a useful framework rather than a true account violates C4. Writing that restricts access to Stoic insight to particular cultural or historical formations violates C5. Writing that presents Stoic conclusions without derivation from first principles violates C6.

Commitment inconsistency: the writing is consistent with the commitments in one passage and inconsistent in another. It asserts that assent is the agent’s own act in one paragraph and explains Stoic failure in terms of temperament or developmental history in another. The inconsistency is not merely a logical error. It is a failure of architectural integrity: the writing has no stable foundation from which all its claims derive.

Commitment anonymity: this is the failure mode specific to writing about the commitments rather than from within them. Writing that discusses substance dualism as a commitment Sterling holds rather than writing from within substance dualism has placed the commitment at arm’s length rather than inhabiting it. This produces writing that is about the framework rather than of it.

Detection criterion: For each of the six commitments, identify where it is doing load-bearing work in the writing. If a commitment is not present architecturally, the writing is not grounded in the full framework. If a claim in the writing is inconsistent with a commitment, the inconsistency must be identified and corrected.


Criterion 4: Resistance to Therapeutic and Self-Help Register

The Sterling standard: The framework is presented as true, not as useful. Its practical consequences follow from its truth, not from its utility. The writing does not appeal to psychological benefit, emotional wellbeing, resilience, flourishing in the therapeutic sense, or any outcome that a clinical or self-help framework might also endorse as its governing aim.

What Sterling does: Sterling is explicit that Stoicism is training, not therapy, and that the radical claim and the practical claim are inseparable. Core Stoicism presents the framework as a set of theorems about how things actually are. The practical consequences follow from the theorems’ truth. Sterling does not argue that practicing the framework will make you feel better. He argues that it corresponds to reality and that acting in accordance with reality is what virtue consists in.

What violates this criterion:

Benefit appeal: the framework is presented as beneficial, helpful, useful for managing stress, or effective for achieving wellbeing. These formulations are not false as empirical claims. They are wrong as philosophical framings because they convert a truth claim into a utility claim. “Stoicism helps us manage negative emotions” has removed the framework’s governing claim — that the emotions in question are produced by false evaluative judgments — and replaced it with a therapeutic observation.

Resilience language: the framework is presented as building resilience, developing coping strategies, or providing psychological tools. This register imports a clinical formation that treats emotional disturbance as a condition to be managed rather than as the direct consequence of false evaluative assent that it actually is in Sterling’s account.

Mindfulness conflation: the framework’s practice of inner discourse is assimilated to mindfulness, present-moment awareness, or non-judgmental attention. The inner discourse is specifically and explicitly evaluative and propositional. It is not non-judgmental. It judges. Conflating it with mindfulness removes its philosophical content.

Detection criterion: Identify every passage in the writing that describes a benefit, outcome, or practical consequence of the framework. Is the benefit presented as following from the framework’s truth, or is it presented as the reason to adopt the framework? If the latter, Criterion 4 is violated. The framework’s practical consequences are implications of its truth, not arguments for its adoption.


Criterion 5: Specific Application

The Sterling standard: The writing moves from general principle to specific case. It does not remain at the level of abstraction where the framework’s claims are safe from contact with the actual situations they are supposed to govern. Sterling’s best writing — the examples in Core Stoicism, the specific scenarios in Nine Excerpts Section 7, the test cases in Stoicism and Self-Interest — always applies the general principle to a specific situation in a way that makes the principle’s content concrete and testable.

What Sterling does: “His son is dead. What happened? His son is dead. Nothing else? Not a thing. But the observation: ‘He has fared ill’ is an addition that each man makes on his own responsibility.” This is the general principle — the distinction between the factual first assent and the evaluative addition — applied to a specific case that makes its content unmistakable. The principle is not illustrated by the case. It is made precise by it.

What violates this criterion:

Abstraction without landing: the writing states general principles without applying them to specific cases. It remains at the level of “externals are indifferents” without specifying what follows for the specific situation of someone whose relationship has ended, whose career has stalled, or whose health has declined. The principle has not been made concrete.

Example as illustration only: the writing uses examples to illustrate principles it has already stated rather than to make the principles precise. An example that simply repeats the principle in narrative form adds nothing. An example that reveals something about the principle that the abstract statement did not — that makes the principle more precise, or tests it against a case where it is genuinely difficult to apply — is doing real philosophical work.

Safe abstraction: the writing chooses examples that make the framework look easy to apply and avoids examples that make it genuinely difficult. Sterling’s Smith/Jones example, the Ring of Gyges case, and the dying molester scenario in Stoicism and Self-Interest are all cases where the framework’s conclusions are genuinely difficult and the application requires careful argument. Writing that applies the framework only to cases where the Stoic conclusion is intuitively obvious has not genuinely tested or demonstrated the framework.

Detection criterion: Identify each general principle stated in the writing. Does the writing apply it to a specific case that makes it concrete and tests it? Is the application genuine — does it reveal something about the principle rather than merely repeating it? If the writing remains at the level of abstraction throughout, Criterion 5 is violated.


Criterion 6: Argumentative Economy

The Sterling standard: Every sentence carries propositional weight. Words that do not contribute to the argument’s content are removed. Qualifications are present only where they are genuinely required by the argument’s precision. The writing is not spare for aesthetic reasons. It is spare because philosophical claims require precision and precision is incompatible with verbal redundancy.

What Sterling does: Sterling’s ISF posts are notably compact relative to their philosophical content. Core Stoicism states a complete philosophical system in fewer words than most introductory treatments of a single Stoic concept. Every theorem is stated once, precisely, with exactly the qualification it requires and no more. Nothing is repeated for emphasis. Nothing is elaborated for accessibility. The reader is expected to follow the argument at the speed it moves.

What violates this criterion:

Elaboration that reduces precision: explanation added in the name of accessibility that actually makes the claim less precise. “Virtue is the only good” is precise. “Virtue, which we can understand as excellent character and the disposition to act rightly in all circumstances, is the only thing that is truly and completely good in itself” is less precise because the added language introduces questions (“excellent character” by what standard? “act rightly” by what criterion?) that the original formulation does not raise.

Rhetorical amplification: language added for persuasive or aesthetic effect rather than for argumentative content. “Strikingly,” “remarkably,” “it is important to note” — these are not arguments. They signal that the writer thinks something is interesting or significant without contributing to the argument’s content.

Transitional redundancy: transitions that restate what the preceding paragraph said rather than advancing the argument. “As we have seen above, the Stoics held that only virtue is good. Building on this foundation, we can now turn to...” The first sentence is redundant. If the argument has been followed, the reader knows what has been established. Restatement signals a lack of confidence in the argument’s own momentum.

Detection criterion: Apply the economy test to each sentence: if this sentence were removed, would the argument lose propositional content? If no, the sentence is redundant and should be removed. If yes, it earns its place. A writing that passes this test at every sentence has achieved argumentative economy.


Part Three: The Named Failure Modes

The SWS identifies twelve named failure modes: six corresponding to the six criteria, and six additional modes that cut across multiple criteria and are characteristic of the most common forms of drift from the Sterling standard.

Criterion-Specific Failure Modes

1. VAGUENESS DRIFT: Load-bearing philosophical claims stated at a level of generality that removes their specific content. The claim could be endorsed by any framework. Detection criterion: can the specific Stoic claim that would replace this statement be identified? If yes, the vague formulation has obscured it and must be replaced.

2. UNSUPPORTED CONCLUSION: A conclusion stated without the premises that earn it. The conclusion may be correct. The argument is missing. Detection criterion: can the premises from which this conclusion follows be identified in the text? If no, the conclusion is unsupported.

3. COMMITMENT VIOLATION: A claim in the writing that requires the denial of one of the six commitments. Detection criterion: which commitment does this claim violate, and what is the claim that the commitment requires in its place?

4. THERAPEUTIC REGISTER: The framework presented as beneficial, useful, or effective for managing psychological states rather than as true. Detection criterion: has the truth claim been removed from the philosophical claim and replaced with a utility claim?

5. ABSTRACTION WITHOUT LANDING: General principles stated without application to specific cases. Detection criterion: is there a specific case in the writing that makes the general principle concrete and tests it?

6. VERBAL REDUNDANCY: Sentences or passages that do not contribute propositional content to the argument. Detection criterion: if this passage were removed, would the argument lose content?

Cross-Criterion Failure Modes

7. PERSPECTIVAL SOFTENING: Philosophical claims introduced with hedges that convert them from truth claims to perspectives or cultural positions. “From a Stoic perspective,” “for the Stoics,” “in the Stoic tradition.” These formulations imply that from another perspective, tradition, or culture, the claims might not hold. They violate C3 and C4 simultaneously. Detection criterion: does the hedge imply that the claim’s truth is relative to a standpoint, or does it simply identify the source of the claim? If the former, Perspectival Softening is confirmed.

8. QUOTATION SUBSTITUTION: A quotation from the corpus substituted for an argument. The quotation is treated as establishing the conclusion rather than as evidence that the conclusion has been established. Detection criterion: does the quotation appear with the argument that grounds it, or does it appear as a self-standing authority? If the latter, Quotation Substitution is confirmed.

9. POPULAR STOICISM CONTAMINATION: The framework assimilated to the contemporary popular Stoicism movement, importing its vocabulary (resilience, stoic attitude, emotional regulation), its register (self-help, life coaching, productivity enhancement), or its diluted version of the framework’s central claims. Detection criterion: does any element of the writing correspond to popular Stoicism’s formulation rather than to Sterling’s? If yes, the contamination must be identified and the Sterling formulation substituted.

10. ANCIENT HISTORICISM: The framework treated as an ancient cultural artifact whose claims are relative to the historical circumstances of the Greco-Roman world rather than as a philosophical system whose claims are true or false independently of their historical origin. Detection criterion: does the writing explain the framework’s claims by reference to ancient Greek or Roman culture, or does it evaluate them by reference to whether they correspond to how things actually are?

11. EVALUATIVE CONTAMINATION IN DESCRIPTION: The factual description of a situation contains evaluative additions that have not been examined. “The unfair treatment I received” rather than “the treatment I received.” “The devastating loss” rather than “the loss.” This is the writing equivalent of the false evaluative second assent: the description has been contaminated by the evaluative addition before it has been examined. Detection criterion: does the descriptive language contain evaluative additions? If yes, the factual description must be separated from the evaluative addition and the addition examined as a separate claim.

12. FRAMEWORK-ABOUT vs. FRAMEWORK-OF: The writing discusses the framework from the outside rather than arguing from within it. It describes what Sterling holds rather than deploying what Sterling holds in the service of an argument. This produces writing that is about the framework rather than of it — that has the framework as its subject rather than as its ground. Detection criterion: is the framework the subject of the writing or the foundation from which the writing argues? Writing of the second kind meets the Sterling standard. Writing of the first kind is philosophical reportage rather than philosophical argument.


Part Four: The Evaluation Procedure

Step 1 — Register Check

Core question: What register is the writing operating in?

Before applying the six criteria, identify the writing’s governing register. Three registers are incompatible with the Sterling standard and must be identified and corrected before the criteria are applied.

The self-help register imports the language of practical benefit, resilience, and psychological management. It is identified by its governing question: “how can this help you?” rather than “is this true?”

The academic survey register presents the framework as one position among others, to be described, contextualized, and evaluated from a neutral external standpoint. It is identified by its use of “the Stoics held,” “according to Sterling,” and perspectival hedges that treat the framework’s claims as historical positions rather than as philosophical claims to be engaged on their merits.

The popular philosophy register assimilates the framework to the contemporary Stoicism revival, importing its vocabulary and diluting its central claims. It is identified by the appearance of vocabulary, formulations, or examples from popular Stoicism writers that do not correspond to Sterling’s formulations.

If any of these registers is governing the writing, it must be corrected before the criteria are applied. The correct register is philosophical argument from within the framework: the writing deploys the framework in the service of claims it is prepared to defend as true.

Step 2 — Criterion Audit

Core question: Does the writing meet the six criteria?

Apply each criterion in sequence to the writing. For each criterion, identify: does the writing meet the standard? If not, which failure mode is present? What specific passage exhibits the failure? What correction would bring that passage into conformity with the Sterling standard?

Criterion 1 — Propositional Precision: apply the falsifiability test to each load-bearing claim. Criterion 2 — Argument Structure: identify each conclusion and its premises. Criterion 3 — Commitment Grounding: identify where each commitment does load-bearing work. Criterion 4 — Resistance to Therapeutic Register: identify every benefit or outcome claim. Criterion 5 — Specific Application: identify every general principle and its specific application. Criterion 6 — Argumentative Economy: apply the economy test to every sentence.

Step 3 — Commitment Audit

Core question: Are the six commitments architecturally present and consistent?

For each of the six commitments, identify where it is doing load-bearing work in the writing. If a commitment is absent, the writing is not grounded in the full framework. If a claim is inconsistent with a commitment, the inconsistency must be identified, the commitment’s requirement stated, and the correction specified.

The commitment audit is the deepest level of the evaluation because commitment violations are often invisible to readers who are not specifically attending to the framework’s foundational architecture. A piece of writing may pass a casual reading and even meet Criteria 1 through 6 while containing a C2 violation in its account of why Stoic practice is difficult, or a C3 violation in its treatment of the framework’s value claims as ancient cultural preferences. The commitment audit catches these violations where the criterion audit does not.

Step 4 — Correction Statement

Core question: What specific corrections would bring this writing into conformity with the Sterling standard?

For each failure mode identified in Steps 1 through 3, state: the specific passage; the failure mode present; the specific correction required; and the corpus passage that exemplifies the correct formulation where one exists. The correction statement is the instrument’s practical output — it gives the writer concrete, specific, actionable direction rather than general observations about quality.

The correction statement must be grounded in the corpus. Where a passage exhibits Vagueness Drift, the correction must specify the precise Sterling formulation that the vague language has obscured. Where a passage exhibits Perspectival Softening, the correction must specify the truth claim that the perspectival hedge has concealed. The corpus is always the reference point.

Step 5 — Verification

Core question: Does the corrected writing meet the Sterling standard?

After corrections have been applied, run the evaluation again. The verification step is not a formality. It is the confirmation that the corrections have actually addressed the failure modes rather than displacing them. A correction that fixes a Vagueness Drift may introduce an Unsupported Conclusion. A correction that grounds a claim in the commitments may introduce a new Commitment Inconsistency if the grounding is imprecise. The verification step catches these second-order failures before the writing is finalized.


Part Five: The Sterling Standard Applied — A Worked Comparison

The following comparison applies the SWS to two treatments of the same subject — the Stoic account of grief — to demonstrate how the instrument operates in practice.

Treatment A (Popular Stoicism register)

“Stoicism teaches us that we can’t always control what happens to us, but we can control how we respond. When we lose someone we love, the grief we feel is natural, but Stoicism encourages us to process it and move forward, focusing on what we still have and what we can still do. By practicing acceptance and perspective, we can find resilience in difficult times.”

Treatment A — SWS Evaluation

Register Check: Self-help register confirmed. The governing question is “how can this help you?” not “is this true?” The passage does not make a philosophical claim. It offers advice. Correction required before criteria are applied: the register must shift from self-help to philosophical argument.

Criterion 1 violation — Vagueness Drift: “we can control how we respond” has dissolved the specific Stoic claim — that assent is a genuine first-caused act of the rational faculty — into a vague observation about response control that any framework could endorse.

Criterion 3 violation — Commitment Violation (C1): “the grief we feel is natural” assimilates the self to its emotional states, violating C1’s categorical distinction between the rational faculty and its impressions. The Stoic claim is that grief is not natural in the sense of being an appropriate response to loss. It is the product of a false evaluative assent.

Criterion 4 violation — Therapeutic Register: “process it and move forward,” “resilience,” and “acceptance” are therapeutic register imports. They present Stoic practice as psychological management rather than as the correction of a false evaluative judgment.

Cross-criterion violation — Perspectival Softening: “Stoicism teaches us,” “Stoicism encourages us” converts the framework’s claims from truth claims to the perspective of a particular tradition.

Treatment B (Sterling standard)

“Sterling holds that grief at the death of a child or spouse is preventable. This is not a claim about suppression or management of an emotion that arises despite our efforts. It is a claim about the false evaluative assent that produces grief in the first place. The death of a child is a dispreferred indifferent: genuinely worth aiming against, not worth assigning genuine-evil status to. The addition of genuine-evil status to the loss — the judgment that a genuine evil has occurred — is what the grief consists in. The rational faculty that has refused that addition has not suppressed grief. It has declined to generate the false evaluative assent that would produce it.”

Treatment B — SWS Evaluation

Register Check: Philosophical argument register. The passage makes and defends philosophical claims. Criteria applied.

Criterion 1 — Propositional Precision: each claim is stated as a proposition. “Grief at the death of a child or spouse is preventable” is falsifiable. “The death of a child is a dispreferred indifferent” is falsifiable. The passage meets Criterion 1.

Criterion 2 — Argument Structure: the passage moves from the claim (grief is preventable) through the argument (grief is produced by a false evaluative assent, not by the loss itself) to the implication (refusing the assent does not suppress grief, it declines to generate it). The argument is visible and follows from its premises. Criterion 2 met.

Criterion 3 — Commitment Grounding: C1 is operating in “the rational faculty that has refused that addition” — the rational faculty is treated as prior to and distinct from the emotional state. C2 is operating in “declined to generate the false evaluative assent” — assent is a genuine first-caused act. C3 is operating in the objective classification of the death as a dispreferred indifferent rather than a genuine evil. Criterion 3 met.

Criterion 4 — Resistance to Therapeutic Register: no benefit claim, no resilience language, no management framework. Criterion 4 met.

Criterion 5 — Specific Application: the death of a child is a specific case that makes the general principle concrete. The case is not easy — it tests the framework at a point where the Stoic conclusion is genuinely difficult. Criterion 5 met.

Criterion 6 — Argumentative Economy: each sentence carries propositional weight. The economy test applied: no sentence can be removed without losing argumentative content. Criterion 6 met.

Note on Treatment B: the passage opens with “Sterling holds that” — a mild instance of Failure Mode 12 (Framework-About rather than Framework-Of). The passage would be stronger if it opened with “Grief at the death of a child or spouse is preventable” and argued from within the framework rather than attributing the claim to Sterling before arguing for it. This is a minor instance and does not affect the passage’s overall conformity with the Sterling standard. The correction is simple: remove the attribution and argue from within the framework.


Part Six: Relationship to the Corpus and the SIF Series

The SWS is the first instrument in the project that governs the production of philosophical writing about the framework rather than the interpretation of texts external to the framework. The SIF instruments — SIF v1.0, SIF-CR, SIF-PF — govern what happens when a reader reads an external text through the framework’s commitments and correspondence standard. The SWS governs what happens when a writer writes from within the framework about the framework itself.

The SWS advances the SIF series in one specific architectural direction: it makes the six commitments operative as writing standards rather than as theoretical foundations. In the SIF series, the commitments are the conditions of correct reading. In the SWS, they are the conditions of correct writing. The relationship is the same in both cases: the commitments are not announced but present, not discussed but deployed, not explained but active in every claim the writing makes about the self, agency, truth, and value.

The SWS’s most important contribution to the project is the identification of Failure Mode 12 (Framework-About vs. Framework-Of) as the governing distinction between writing that represents the framework and writing that instantiates it. Hadot’s observation that Marcus’s Meditations are written from within the framework — that the writing is the practice rather than the record of the practice — points toward the standard the SWS enforces. Writing of the framework is not writing about what the framework holds. It is writing that holds what the framework holds, argues from within what the framework establishes, and produces in the reader not information about the framework but engagement with the philosophical claims the framework makes about how things actually are.


Sterling Writing Standard (SWS) v1.0. Instrument architecture: Dave Kelly, 2026. Theoretical foundations: the Stoic philosophical corpus of Grant C. Sterling. Model corpus: Sterling’s ISF posts (2003–2022). Prose rendering: Claude, 2026.

Sterling Interpretive Framework — Pedagogical Feedback DomainSIF-PF v2.0

 

Sterling Interpretive Framework — Pedagogical Feedback Domain

SIF-PF v2.0 — Complete Edition

A Domain-Specific Instrument for the Correct Reading of Student Writing

Instrument architecture: Dave Kelly. Theoretical foundations: the Stoic philosophical corpus of Grant C. Sterling, including Core Stoicism, the Sterling Logic Engine v4.0, and the Sterling Interpretive Framework v1.0. Founding demonstration: Tan, Phalen, and Demszky, “Marked Pedagogies: Examining Linguistic Biases in Personalized Automated Writing Feedback,” Stanford University (March 2026). Prose rendering: Claude, 2026.


Part One: Theoretical Framework

1.1 Instrument Scope and Governing Claim

The Sterling Interpretive Framework — Pedagogical Feedback Domain (SIF-PF) is a domain-specific adaptation of the Sterling Interpretive Framework v1.0 for the correct reading of student writing and the generation of feedback that corresponds to what the writing actually contains. It governs what any feedback system — human or automated — is doing when it generates evaluative and developmental feedback on a student’s written work.

A student’s essay is a text in the SIF’s sense: it has determinate features that constrain correct reading, the feedback provider is prior to his demographic formation and capable of apprehending those features through correct attention, and the appropriate object of aim in any pedagogical reading is correspondence to what the essay actually contains — not to what the student’s identity label predicts the essay probably needs, not to what the feedback provider’s formation expects students of this demographic to require, and not to what the community of educators endorses as appropriate feedback for this type of student.

1.2 The Founding Demonstration

The Stanford study by Tan, Phalen, and Demszky (March 2026) analyzed 600 eighth-grade persuasive essays submitted to four AI feedback systems with demographic identity labels attached. The study found consistent patterns across all models. Essays attributed to Black students received praise emphasizing power and leadership regardless of essay content. Essays attributed to English learners received grammar correction regardless of essay content. Essays attributed to White students received argument structure feedback regardless of essay content. Essays attributed to female students received affective engagement language regardless of essay content.

The governing finding in the researchers’ own words: “Feedback being positive does not mean it’s high-quality. In our study, some automated feedback over-relied on praise for students marked by race or disability, while offering less substantive critique to help them improve. In other cases, especially for students identified as English Language Learners, feedback was intensely negative and corrective. Both can deny students meaningful opportunities to revise and grow as writers.”

The SIF-PF names this precisely: Formation Capture in the pedagogical domain. The essay’s actual features were not the governing object of the feedback. The demographic identity label was. The study also identifies what the researchers call the bias mitigation problem: attempts to correct negative demographic bias introduce positive demographic bias, because the correction is applied at the level of demographic identity rather than at the level of correspondence to essay features. The SIF-PF’s response is that bias mitigation is not the correct frame. The correct frame is Formation Capture. The problem is not that feedback is biased toward or against demographic groups but that demographic identity has replaced the essay as the governing object of the feedback. The correction is not to adjust the demographic bias but to strip demographic identity from the reading process and attend to what the essay actually contains.

1.3 The Six Commitments: Their Specific Role in This Domain

The SIF-PF rests on the six classical philosophical commitments that ground the Sterling Interpretive Framework. A precise account of what each commitment contributes to this specific domain is required. The commitments do not play identical roles across all SIF domains. In the pedagogical domain, correspondence theory (C4) is the primary governing commitment. The others are genuinely load-bearing but do different specific work than in the legal or clinical domains.

Substance Dualism (C1): Load-bearing at the operator level. The SIF-PF requires that the feedback provider is genuinely prior to his demographic formation and capable of stripping it. Without C1, the formation and the provider are the same thing. There is no prior self to do the examining. The Formation Strip has nowhere to stand. Every reading is Formation Capture by definition because there is no agent distinct from the formation who could produce anything else. C1 is also the foundation of the operator requirement established in Section 1.5: the operator is the locus of genuine rational inquiry precisely because the operator is a substance prior to its formation, not a process constituted by its training.

Libertarian Free Will (C2): Load-bearing at the assent level. The SIF-PF requires that the feedback provider’s act of attending to the essay’s actual features rather than to the demographic formation’s predictions is a genuine first-caused act. Without C2, the Formation Strip is the output of training rather than genuine examination. The difference between a feedback system that generates demographic substitution and one that does not is, on compatibilist premises, a difference in causal history rather than a difference in genuine agency. C2 is required for the Formation Strip to be a genuine correction rather than a differently-formed output. This is why the operator is structurally required: the operator’s genuine assent to the feedback as correspondence-governed is the act that makes it a genuine correction, and that act requires C2.

Moral Realism (C3): Present but not primary in this domain. In the Scalia essay, C3 was required to make constitutional moral terms refer to mind-independent moral facts. In the clinical domain, C3 was required to make Formation Capture a genuine error about the patient’s moral situation. In the pedagogical domain, C3’s role is more limited. The correspondence standard here is primarily epistemological and semantic: does the feedback correspond to what the essay actually contains? This is a question about textual facts, not primarily about moral facts. C3 enters indirectly: it establishes that Formation Capture is a genuine error rather than a preference difference, that demographic substitution is not merely a different approach but a failure of correspondence. But the primary load-bearing work in this domain is done by C4. The SIF-PF does not require C3 to establish that essays have objective features — that is C4’s work.

Correspondence Theory (C4): Primary governing commitment in this domain. The entire SIF-PF rests on the claim that feedback can be true or false by reference to what the essay actually contains. The essay has determinate features at the argument, evidence, structure, and language levels. These features are real. Feedback either corresponds to them or it does not. Without C4 there is no fact of the matter about whether feedback corresponds to essay features or to demographic formation. The correspondence standard collapses into a preference. C4 is what makes the founding demonstration’s finding a finding rather than an observation about different feedback styles.

Ethical Intuitionism (C5): Load-bearing at the reading level. The SIF-PF requires that a competent reader can directly apprehend what an essay’s argument, evidence, and structure actually are — without the mediation of demographic formation. C5 operates in an epistemological rather than moral register in this domain: not direct apprehension of moral facts but direct apprehension of textual features. Without C5, the Formation Strip produces not a correct reading but an alternative formation-mediated reading. Every reading would be equally formation-dependent and the distinction between formation-governed and correspondence-governed feedback would be unavailable.

Foundationalism (C6): Load-bearing at the standard level. The SIF-PF requires a standard against which demographic formation-governed readings are tested that is prior to and not produced by the reading process. The verification test — would this feedback change if the identity label were removed? — presupposes that there is a correct answer to what the essay’s features are that is prior to and independent of the demographic formation. Without C6, the correction procedure regresses: every standard against which demographic formation is tested is itself a formation-derived standard.

1.4 The SIF-PF’s Own Formation: A Required Self-Examination

The SIF-PF requires its own formation to be identified and examined before the instrument can be applied with integrity. The instrument’s governing claims — that demographic identity information activates formation traditions requiring stripping, that correct reading requires attending to essay features rather than demographic predictions — are themselves generated by a formation: the Sterling/Stoic classical realist framework. The SIF-PF does not claim to be formation-free. It claims that its formation has been examined and that what remains after examination is the load-bearing philosophical architecture established in Section 1.3.

The most serious challenge to the SIF-PF’s governing claims comes from culturally responsive pedagogy — the position that a student’s linguistic background, cultural context, and identity are not irrelevant to correct reading of their writing but are essential context for understanding what the student is attempting to do and what feedback would actually serve the student’s development. This is not a formation-derived impression to be dismissed. It is a serious pedagogical position that requires the Formation Strip applied honestly.

The Formation Strip on culturally responsive pedagogy produces the following findings.

What survives: a student’s linguistic and cultural background is relevant context for understanding what the student is attempting in his writing. A student writing in English as a second language may be making choices that reflect sophisticated rhetorical moves in his first language tradition rather than errors in English. A feedback provider who does not know this may generate grammar correction for features that are not errors but stylistic choices. This is a genuine pedagogical insight that survives the correspondence test: it is information about how to read the essay correctly, not a prediction about what feedback to generate before reading.

What does not survive: using demographic identity information to predict what feedback a student needs before the essay has been read. The Stanford study’s finding is specifically about this: feedback was generated by identity labels before the AI systems engaged with the essay’s actual content. This is Formation Capture regardless of whether the demographic expectations are culturally responsive or culturally insensitive. The question of whether the expectations are responsive does not arise until after the essay has been read. Before the essay has been read, any demographic expectation governing the feedback is Formation Capture.

The Formation Strip therefore produces a precise distinction that supersedes the simpler formulation in SIF-PF v1.0. Demographic identity information that predicts feedback content before the essay has been read is a formation trigger requiring stripping. Demographic and linguistic knowledge that illuminates features the essay actually contains — after those features have been identified through reading — is domain knowledge that may be conditionally admissible. The distinction is between prediction (demographic identity governing feedback before reading) and illumination (demographic knowledge clarifying features identified in reading). This distinction is stated as PP4 in Part Three.

1.5 The Operator Requirement: A Structural Consequence of the Six Commitments

The SIF-PF is an operator-centered instrument. This is not a contingent feature of its current implementation that will be superseded by more capable AI systems. It is a structural consequence of what genuine correction of Formation Capture requires, derivable directly from C1 and C2.

Formation Capture is corrected when an agent — a substance prior to its formation, capable of genuine originating examination — attends to what the essay actually contains rather than to what the demographic formation predicts. This entails that genuine correction requires an agent in the specific philosophical sense established by C1 and C2: a substance with genuine originating causal power over its own assent. No current AI system satisfies those conditions. AI systems are processes, not agents in this sense. They execute operations determined by their training, their architecture, and their input. The Formation Strip executed by an AI system is not a genuine examination of demographic formation but a differently-trained process producing a differently-formed output.

Therefore: any system that removes the operator removes the possibility of genuine rational inquiry in the SIF’s sense. The operator is not a quality control layer added for safety reasons. The operator is where rational inquiry lives. It is structurally required, not pragmatically preferred.

The correct architecture has three distinct levels. The Agent (Operator) holds responsibility for the reading; performs the genuine act of assent to or refusal of any interpretive claim; determines whether the feedback corresponds to essay features or to demographic formation; owns the correction as a genuine first-caused act. The Instrument (SIF-PF) defines the rules of correct pedagogical reading; structures the inquiry through its six steps; names the failure modes that constitute Formation Capture; provides the detection criteria that make violations identifiable in text. The AI (LLM) executes text operations; generates candidate readings of essay features; runs the procedural steps; produces intermediate outputs for operator examination. The AI is a controlled medium for text processing in service of the operator’s examination. It is not performing the examination.

This architecture is not a limitation to be overcome. It is the correct design target given the SIF’s philosophical commitments. The question the SIF-PF answers is not “how do we make AI reason better about student writing?” but “how do we structure systems so the operator can reason correctly about student writing using AI?” These are different projects with different targets. The first assumes reasoning is a property AI systems can acquire with sufficient capability. The second recognizes that reasoning, in the SIF’s sense, is constitutively unavailable to any process that is not an agent with genuine originating causal power over its own assent. Autonomous AI feedback systems do not merely risk producing biased output. They eliminate the structural possibility of genuine correction.


Part Two: Domain-Specific Features

2.1 Three Distinguishing Features of the Pedagogical Domain

The text is a developing work, not a finished one. Unlike a legal text or a literary text, a student essay is produced by a developing writer whose capacities are in formation. This feature does not change the correspondence standard — the feedback must still correspond to what the essay actually contains — but it governs the aim of the feedback. The aim is not to evaluate the essay as a finished product but to identify specific features the essay actually has that, if developed, would strengthen the writing. Feedback that does not correspond to specific actual features of the essay cannot accomplish this aim regardless of its tone. Praise that does not identify a specific praiseworthy feature gives the writer nothing to replicate. Critique that does not identify a specific improvable feature gives the writer nothing to work on.

Demographic identity information has two distinct statuses in this domain. Before the essay has been read, demographic identity information is a formation trigger: it activates demographic expectations that may govern the reading before the essay has been attended to. In this status it must be stripped by Step 0. After the essay has been read and specific features identified, demographic and linguistic knowledge may serve as domain knowledge that illuminates features the essay actually contains. In this status it is conditionally admissible as context for correct reading. The distinction is between prediction (identity governing feedback before reading) and illumination (knowledge clarifying features identified in reading). The SIF-PF treats identity information according to this distinction rather than treating it as categorically irrelevant in all contexts.

The correspondence standard has a developmental dimension. The feedback must correspond to what the essay actually contains and must address features whose development would strengthen the writing. Among all the features the essay actually has, the feedback should identify and prioritize those whose development would most strengthen the writing. Features the writer chose deliberately and correctly are identified as strengths. Features that can be developed are identified as specific developmental opportunities with concrete actionable direction.

2.2 The Formation Traditions — Distortion Patterns and Detection

Four formation traditions generate Formation Capture in the pedagogical feedback domain. Each is specified at the detection grain required for mechanical application: named, defined, traced to formation sources, and given transcript-level detection criteria.

Formation Tradition 1: The Demographic Praise Formation

Definition: The formation generates the expectation that students of certain demographic groups require encouragement and praise as the primary feedback mode, regardless of what the essay actually contains. Governing impression: this student needs encouragement more than critique.

Formation sources: Equity frameworks that have translated the goal of reducing feedback discouragement into the practice of providing praise regardless of essay features. Stanford study: most visible for Black students (power and leadership praise regardless of content) and female students (affective engagement language regardless of content).

Distortion pattern A — Content-free praise: Praise is provided without identification of a specific essay feature that warrants it. Detection criterion: does the praise identify a specific passage or feature of the essay using Level 1 or Level 2 vocabulary? If no, Content-free praise is confirmed.

Distortion pattern B — Stereotype praise vocabulary: Praise uses vocabulary associated with demographic stereotypes rather than vocabulary traceable to specific essay features. Detection criterion: would this vocabulary appear for an essay with identical features if a different identity label were attached? If no, Stereotype praise vocabulary is confirmed.

Distortion pattern C — Developmental displacement: Praise displaces developmental feedback. Detection criterion: does the essay contain features requiring development? If yes, and the feedback addresses only praise without developmental recommendations, Developmental displacement is confirmed.

Formation Tradition 2: The Deficit Formation

Definition: The formation generates the expectation that students of certain demographic groups have specific deficits requiring correction, regardless of what the essay actually contains. Governing impression: this student has a deficit that must be addressed.

Formation sources: Educational frameworks that have translated the goal of supporting English learners and at-risk students into the practice of correcting surface features regardless of developmental priority. Stanford study: most visible for English learners and Hispanic students (grammar correction regardless of content).

Distortion pattern A — Grammar priority without essay grounds: Grammar correction is provided as primary feedback regardless of whether grammar is the essay’s most significant development opportunity. Detection criterion: is grammar the essay’s most significant development opportunity, or does the essay have argument and evidence weaknesses more important to address? If the latter, Grammar priority without essay grounds is confirmed.

Distortion pattern B — Standard English imposition: Features of the student’s writing that reflect a different linguistic tradition are corrected as errors without examination as rhetorical choices. Detection criterion: has each marked feature been examined as a possible rhetorical choice in the student’s linguistic tradition before being classified as a deficit? If no, Standard English imposition may be confirmed.

Distortion pattern C — Deficit framing of competent work: An essay demonstrating competent argument and evidence receives feedback focused on surface correction. Detection criterion: does the essay demonstrate competent argument and evidence? If yes, and feedback focuses on surface correction, Deficit framing of competent work is confirmed.

Formation Tradition 3: The Protective Withholding Formation

Definition: The formation generates the expectation that students of certain demographic groups should be protected from substantive critique, regardless of what the essay actually needs. Governing impression: this student cannot benefit from or handle substantive critique.

Formation sources: Equity frameworks that have translated the goal of reducing stereotype threat and discouragement into the practice of withholding critique. Stanford study: students identified as Black, Hispanic, Asian, female, unmotivated, and learning-disabled all received less constructive criticism across all AI models.

Distortion pattern A — Critique withholding: The essay contains features requiring development; the feedback does not address them. Detection criterion: does the essay contain features whose critique would strengthen the writing? If yes, and the feedback does not address them, Critique withholding is confirmed.

Distortion pattern B — Softening that removes actionability: Critique is present but framed so softly it loses developmental specificity. Detection criterion: is the developmental recommendation specific enough for the writer to act on it? If no, Softening that removes actionability is confirmed.

Distortion pattern C — Balance distortion: Praise and critique are calibrated by demographic expectation rather than by essay features. Detection criterion: does the balance of praise and critique in the feedback correspond to the balance of strengths and weaknesses in the essay? If no, Balance distortion is confirmed.

Formation Tradition 4: The Argument Formation

Definition: The formation generates the expectation that students of certain demographic groups are ready for argument structure and evidence feedback, regardless of what the essay actually needs. Governing impression: this student is ready for substantive intellectual engagement.

Formation sources: Educational frameworks that have associated analytical feedback with academic preparation and translated this into demographic expectations. Stanford study: White students received argument structure and clarity feedback regardless of content.

Distortion pattern A — Argument feedback without argument features: Argument structure feedback is provided for an essay whose primary development opportunity is not at the argument level. Detection criterion: is argument structure the essay’s most significant development opportunity? If no, and argument feedback is the primary mode, Argument feedback without argument features is confirmed.

Distortion pattern B — Complexity imposition: Feedback assumes a level of argumentative complexity the essay does not demonstrate. Detection criterion: are the developmental recommendations within the writer’s actual reach given what the essay demonstrates? If no, Complexity imposition is confirmed.


Part Three: The Five Governing Propositions

The five general SIF governing propositions (IP1–IP5) apply throughout. The pedagogical domain adds five domain-specific propositions fully developed from the SIF’s theoretical foundations.

PP1 — The Essay Has Determinate Features That Constrain Correct Pedagogical Reading. The student’s essay contains actual features at the argument, evidence, structure, and language levels. These features exist independently of the feedback provider’s formation and independently of the student’s demographic identity. A claim that the essay’s argument is unsupported corresponds to what the essay actually contains or fails to correspond to it. The feedback provider’s demographic formation does not alter the essay’s actual features. This proposition is the pedagogical instantiation of IP3 grounded in C4.

PP2 — The Feedback Provider Is Prior to His Demographic Formation. The feedback provider who arrives with demographic expectations is not constituted by those expectations. He is a rational faculty that has formed those expectations through training and can examine them. A human feedback provider who conducts the Formation Strip is exercising genuine agency over his own reading. An automated system executing the Formation Strip is providing structured assistance to the operator who exercises that agency. PP2 grounds both cases in C1 and C2: the examining faculty is prior to and capable of genuine examination of its formation.

PP3 — The Appropriate Object of Aim in Pedagogical Reading Is Correspondence to the Essay’s Actual Features. The feedback provider’s governing question is not “what does a student of this demographic typically need?” but “what features does this essay actually have, and which of those features, if developed, would most strengthen this writing?” The first question is answered by the demographic formation before the essay has been read. The second is answered by the essay after it has been read correctly.

PP4 — Demographic Identity Information Has Two Distinct Statuses in Pedagogical Reading. Before the essay has been read, demographic identity information is a formation trigger activating demographic expectations that may govern the reading. In this status it must be stripped. After the essay has been read and specific features identified, demographic and linguistic knowledge may serve as domain knowledge that illuminates features the essay actually contains. The distinction is between prediction (demographic identity governing feedback before reading) and illumination (demographic knowledge clarifying features identified in reading). PP4 supersedes the simpler formulation that treated demographic identity as categorically irrelevant. It is not categorically irrelevant. It is conditionally relevant: formation trigger before reading, potential domain knowledge after specific essay features have been identified.

PP5 — The Reserve Clause Governs Pedagogical Feedback. The feedback provider aims at the correct reading of the essay’s actual features with full attention and holds the feedback’s developmental outcome with reservation. Whether the student acts on the feedback, improves as a writer, or responds as hoped is not in the feedback provider’s control and cannot be the governing standard of the feedback’s quality. The quality of the feedback is determined at the moment of its generation by whether it corresponds to actual essay features and identifies what the writer can actually work on.


Part Four: The Named Failure Modes

The six general SIF failure modes apply throughout. The pedagogical domain adds five domain-specific failure modes.

7. DEMOGRAPHIC SUBSTITUTION: The feedback corresponds to the student’s demographic identity label rather than to the essay’s actual features. The identity label has governed the reading before the essay has been attended to. Detection criterion: remove the identity label. Would the feedback change? If yes, Demographic Substitution is confirmed.

8. STEREOTYPE REINFORCEMENT: The feedback uses language patterns activating demographic stereotypes regardless of whether those patterns correspond to actual essay features. Detection criterion: is the feedback language specific to actual essay features, or is it demographic stereotype vocabulary that would appear for any essay with this identity label regardless of content?

9. PROTECTIVE WITHHOLDING: Substantive critique of actual essay features has been withheld based on demographic expectation rather than on the essay’s developmental needs. Detection criterion: does the essay contain features whose critique would strengthen the writing? If yes, and the feedback does not address them, Protective Withholding is confirmed.

10. GRAMMAR FIXATION: Grammar and surface-level correction has been substituted for substantive developmental feedback based on language background identification, regardless of whether grammar is the essay’s most significant development opportunity. Detection criterion: is grammar the essay’s primary development opportunity, or has grammar correction been applied because the student’s identity label activated the Deficit Formation?

11. OPERATOR ABDICATION: The feedback has been generated by an automated system and accepted by the operator without genuine examination of whether the feedback corresponds to essay features rather than to demographic formation. Detection criterion: has the operator applied the verification test and confirmed that the feedback corresponds to essay features independently of the identity label? If the operator has accepted automated feedback without this examination, Operator Abdication is confirmed. This failure mode names the structural risk of operator-with-AI execution: the operator is the locus of genuine rational inquiry, and abdicating the examination to the AI eliminates the structural possibility of genuine correction.


Part Five: The Six Steps

Step 0 — Formation Trigger Check

Core question: What demographic expectations does the identity label activate before the essay has been read?

Before engaging with the essay, the operator identifies all demographic identity information attached to the essay and explicitly names the formation tradition each activates. This step must be completed before the essay is opened. For each identity label: which formation tradition does it activate? What specific feedback patterns does each formation predict? Each prediction is entered into the formation prediction register with its formation source named. No prediction is a conclusion. All predictions are hypotheses to be tested against the essay’s actual features in Step 2.

Verification test for Step 0: if the identity labels were removed from the essay before reading, would the feedback change? The goal is to ensure the answer is no.

Self-Audit at Step 0: All demographic identity information identified and entered into the formation prediction register. All formation traditions activated named. All predictions held as hypotheses. Failure Mode 7 pre-check: are predictions already governing the reading before the essay has been opened? Failure Mode 8 pre-check: has stereotype vocabulary been activated before the essay has been read? No failures detected / failure identified before proceeding.


Step 1 — Purview Check

Core question: What is actually the feedback provider’s to determine?

Within purview: the quality of attention to the essay’s actual features; accuracy of correspondence between feedback and essay content; developmental specificity of recommendations; and the operator’s genuine examination of any automated system’s candidate readings.

Outside purview: whether the student acts on the feedback; whether the student improves as a writer; how the student responds emotionally; whether the feedback is received as intended.

Evidence types strictly ordered. Primary evidence: the essay’s text as written — its specific argument, evidence, structural choices, and language features. Secondary evidence (conditionally admissible after primary evidence is established): linguistic and cultural knowledge that illuminates specific features identified in the primary evidence. Not evidence: demographic identity information used predictively, research findings about populations resembling this student, and formation-derived expectations about this type of student.

Self-Audit at Step 1: Purview boundaries established. Evidence types ordered. Demographic identity information confirmed as pre-reading formation trigger, not primary evidence. Proceeding.


Step 2 — Formation Strip

Core question: Which formation-derived predictions survive the correspondence test against the essay’s actual features?

The essay is read. For each prediction in the formation prediction register, apply the correspondence test: does this prediction correspond to a feature the essay actually has, or to a feature the demographic formation predicts essays by this type of student typically have?

Each formation tradition’s predictions are tested using the distortion pattern detection criteria from Part Two Section 2.2. After stripping, what remains is a set of essay-specific observations — specific features the essay actually has, traceable to specific passages — not generated by the demographic formation. These are the basis for the feedback.

Vocabulary Discipline in Step 2: Every term used to describe an essay feature is assigned to one of three levels. Level 1: exact essay language reproduced. Level 2: paraphrase reversible to the essay’s language without loss — the original phrasing can be recovered from the paraphrase without adding precision, causal structure, or theoretical content not in the original. Level 3: transformation introducing precision, causal structure, or theoretical content not in the essay — automatically flagged as a hypothesis, not as an essay feature. Level 3 terms carry their source (which formation generated the terminology) and may not appear in the feedback as established essay features.

Self-Audit at Step 2: All formation predictions tested against essay features. Formation-derived predictions stripped. Essay-specific observations retained. Vocabulary discipline applied. Failure Mode 9 check: has substantive critique been withheld without essay-specific grounds? Failure Mode 10 check: has grammar correction been applied by formation rather than by essay feature? No failures detected / failure identified before proceeding.


Step 3 — Aim Identification

Core question: What is the appropriate object of aim in reading this essay?

The appropriate object of aim is: identify the essay’s actual features at the argument, evidence, structure, and language levels, and from those features identify what the writer can work on next to strengthen the writing. Two components: the correspondence component (what features does the essay actually have?) and the developmental component (which of those features, if worked on, would most strengthen the writing?). Both components governed by PP3. The developmental aim held with reservation per PP5.

Self-Audit at Step 3: Both components stated. Developmental priority to be established from essay features, not from demographic formation. Reserve clause in place. Proceeding.


Step 4 — Correspondence Determination

Factual Uncertainty Gate — Pedagogical

Check One — Features in hand: What features of the essay does the operator have direct access to from the text? State only what is actually in the essay using Level 1 or Level 2 vocabulary. Do not import demographic formation predictions as established essay features.

Check Two — Dependence assessment: For each feedback observation, assess whether it depends on features established in the essay, uncertain, or absent. Any feedback claim depending on a feature the essay does not actually contain must be identified as a formation-derived claim and stripped.

Check Three — Domain knowledge boundary: Writing pedagogy, discipline-specific conventions, developmental writing research, and linguistic/cultural knowledge are domain knowledge outside the SIF’s corpus. They enter the reading as context for interpreting specific essay features already identified. Domain knowledge illuminating an identified feature is admissible per PP4. Domain knowledge predicting features before reading is formation, not domain knowledge.

Gate Declaration: Features established: [specific essay features actually present, Level 1 or Level 2 vocabulary]. Uncertain: [features inferred rather than established, held as hypotheses]. Formation-derived predictions stripped: [list of demographic predictions not confirmed by essay features].

Move One — Essay Feature Identification at Four Levels

Argument level: What claim does the essay make? Is it stated clearly? Is it sustained throughout? Are there logical gaps or unsupported leaps? What is the essay’s strongest argumentative move? What is its weakest? Each observation traceable to a specific passage using Level 1 or Level 2 vocabulary.

Evidence level: What evidence does the essay use? Is it relevant to the claim? Is it specific enough to be persuasive? What evidence is missing that would strengthen the argument? Each observation traceable to a specific passage or demonstrable gap.

Structure level: How is the essay organized? Does the organization serve the argument? Are transitions effective? Does the opening establish the claim clearly? Does the closing resolve the argument? Each observation traceable to specific structural choices.

Language level: Are there specific language features that strengthen or weaken the writing? Has each marked language feature been examined as a possible rhetorical choice before being classified as an error? Is language the essay’s most significant development opportunity, or are argument and evidence more important to address?

Move Two — Developmental Prioritization

From the essay features identified in Move One, identify the two or three features that, if developed, would most strengthen the writing. The prioritization must be: specific to this essay, not generic writing advice; actionable, with concrete direction the writer can act on; traceable to specific passages or demonstrable gaps; and proportionate, addressing the essay’s most significant development opportunities rather than its most numerous ones. Established from the essay’s actual features, not from demographic formation predictions.

Move Three — Verification Test

Apply the verification test: would this feedback be generated if the student’s demographic identity were unknown? If yes, the feedback corresponds to the essay’s actual features. If no, Demographic Substitution is operating and must be corrected. This is the SIF-PF’s governing quality check. The operator must apply it. An automated system cannot apply it on the operator’s behalf because the operator’s genuine examination of whether the feedback corresponds to essay features is precisely the act that requires C1 and C2 — the act constitutively unavailable to a process rather than an agent.

Self-Audit at Step 4: Factual Uncertainty Gate run. Gate Declaration produced. Essay features identified at all four levels using vocabulary discipline. Developmental priorities identified from essay features, not formation predictions. Verification test applied by operator. Failure Mode 7 final check: would this feedback change if the identity label were removed? Failure Mode 8 final check: does the feedback use stereotype vocabulary not traceable to specific essay features? Failure Mode 11 check: has the operator genuinely examined the feedback or accepted automated output without examination? No failures detected / failure identified before proceeding.


Step 5 — Reservation and Release

The feedback is stated with appropriate specificity: what the essay’s actual features establish, what the most significant developmental opportunities are, and what specific actions the writer can take to strengthen the writing. Every element traceable to a specific essay feature using Level 1 or Level 2 vocabulary. No element generated by demographic formation predictions.

The feedback provider holds the feedback as a preferred indifferent per PP5. The quality of the feedback is determined at the moment of its generation by whether it corresponds to what the essay actually contains. The outcome does not retroactively alter this quality.

Self-Audit at Step 5: Feedback stated with essay-specific grounds for every claim. Vocabulary discipline confirmed: all terms at Level 1 or Level 2, all Level 3 terms marked as hypotheses and not included as feedback claims. Demographic identity information has not governed any feedback element. Verification test passed at Step 4. Operator has genuinely examined the feedback as correspondence-governed. Reserve clause in place. Instrument run complete.


Part Six: Relationship to the General SIF and the SIF Series

The SIF-PF is the third domain-specific instrument derived from the general Sterling Interpretive Framework v1.0, following the SIF-CR (clinical reasoning domain). It shares the general instrument’s six-step structure, five governing propositions, six named failure modes, Factual Uncertainty Gate, Mandatory Self-Audit, and reserve clause governance.

The SIF-PF introduces two architectural elements not present in the SIF-CR. The formation prediction register initialized at Step 0 before the text is engaged is required by the pedagogical domain’s specific feature: the demographic identity information is attached to the text rather than embedded in it, activating formation traditions before reading begins. The register makes the formation’s predictions visible as hypotheses before they have opportunity to govern the reading invisibly. The Operator Abdication failure mode (Failure Mode 11) names the structural risk of operator-with-AI execution that is specific to high-volume automated feedback contexts and that is the direct expression of the operator requirement established in Section 1.5.

The SIF-PF advances the SIF series’ theoretical development in three specific ways. First, it requires a precise domain-specific account of the six commitments’ roles, establishing that C3’s role varies across domains and that C4 is the primary governing commitment in this domain. Second, it requires the explicit formation self-examination in Section 1.4 engaging culturally responsive pedagogy as a genuine alternative rather than dismissing it as formation, producing a more precise PP4 than the simpler v1.0 formulation. Third, it makes the operator requirement explicit as a structural consequence of C1 and C2 rather than a pragmatic preference, establishing Section 1.5’s three-level architecture as the correct design target for any system deploying the instrument.


Sterling Interpretive Framework — Pedagogical Feedback Domain (SIF-PF) v2.0. Complete Edition. Instrument architecture: Dave Kelly, 2026. Theoretical foundations: the Stoic philosophical corpus of Grant C. Sterling, including the Sterling Interpretive Framework v1.0 and the SIF-CR Operational Specification v1.2. Founding demonstration: Tan, Phalen, and Demszky, “Marked Pedagogies: Examining Linguistic Biases in Personalized Automated Writing Feedback,” Stanford University (March 2026). Prose rendering: Claude, 2026.

PLCI v1.1 Conversion Text: Grant C. Sterling on Impressions, Assent, Training, and Character Development

 

PLCI v1.1 Conversion

Text: Grant C. Sterling on  Impressions, Assent, Training, and Character Development 


1. Subject and Scope

Subject:
The passage explains the Stoic structure of impression, assent, desire, emotion, action, training, character formation, and eudaimonia.

System classification:
Mixed system: psychological, causal, axiological, normative, practical, and developmental.

Central claim:
Everything decisive in Stoic ethical life depends on assent to impressions.


2. Predicate Key

Let:

  • S = the agent/self
  • I(x) = x is an impression
  • R(S, x) = S receives x
  • C(S, x) = S controls x
  • A(S, x) = S assents to x
  • ¬A(S, x) = S withholds assent from x
  • T(x) = x is true
  • Fls(x) = x is false
  • Prop(x) = x is propositional
  • Cog(x) = x is cognitive
  • VC(x) = x has a value component
  • Ext(x) = x concerns an external
  • Good(x) = x is good
  • Evil(x) = x is evil
  • Des(S, x) = S desires x
  • Emo(S, x) = S experiences emotion x
  • Act(S, x) = S acts in way x
  • Char(S) = S’s character
  • Eud(S) = S has eudaimonia
  • Virt(S) = S acts virtuously
  • Joy(S) = S experiences joy
  • O(P) = P is obligatory
  • Causes(P, Q) = P causes Q
  • Always(P) = P is persistently the case over time
  • HP = hidden premise

3. Layered Propositions

A. Ontological Propositions

Oₙ1. R(S, I)
The agent receives impressions.

Oₙ2. Cog(I) ∧ Prop(I)
Impressions are cognitive and propositional.

Oₙ3. I(x) → Claims(x, World_is_certain_way)
An impression claims that the world is a certain way.

Oₙ4. Some impressions are value-neutral.
∃x [I(x) ∧ ¬VC(x)]

Oₙ5. Some impressions have a value component.
∃x [I(x) ∧ VC(x)]


B. Axiological Propositions

Aₓ1. Ext(x) → ¬Good(x) ∧ ¬Evil(x)
Externals are neither good nor evil.

Aₓ2. I(x) ∧ Depicts(x, Ext_as_Good_or_Evil) → Fls(x)
Any impression depicting an external as good or evil is false.

Aₓ3. Virtuous action is genuinely good.
Virt(Act(S, x)) → Good(Act(S, x))

Aₓ4. Correct assent is necessary for eudaimonia.
Eud(S) → CorrectAssent(S)


C. Epistemic Propositions

Eₚ1. A(S, I) → Believes(S, T(I))
To assent to an impression is to accept it as true.

Eₚ2. ¬A(S, I) → DoesNotAccept(S, T(I))
To withhold assent is to refuse to accept the impression as true.

Eₚ3. RejectAsFalse(S, I) → [¬A(S, I) ∧ Formulates(S, Opposite(I)) ∧ A(S, Opposite(I))]
Rejecting an impression as false involves withholding assent and assenting to an opposing proposition.

Eₚ4. Assent is cognitive but often not explicit.
A(S, I) → Cog(A(S, I))
A(S, I) ↛ NecessarilyExplicit(A(S, I))

Eₚ5. Apparent immediacy from impression to belief does not eliminate assent.
SeemsDirect(I, Belief) → ¬NoAssent


D. Causal Propositions

Cₐ1. ¬A(S, I) → ¬Causes(I, Emotion_or_Action)
If assent is withheld, the impression produces no emotion or action.

Cₐ2. [A(S, I) ∧ VC(I)] → Causes(A(S, I), Des(S, x))
Assent to a value-impression causes desire.

Cₐ3. [A(S, I) ∧ VC(I) ∧ DepictsAlreadyOccurred(I)] → Causes(A(S, I), Emo(S, x))
Assent to a value-impression about something already occurred causes emotion.

Cₐ4. [A(S, I₁) ∧ Causes(I₁, I₂) ∧ A(S, I₂)] → Causes(A(S, I₂), Act(S, x))
Assent to a further practical impression produces action.

Cₐ5. A(S, FalseValueImpression) → Strengthens(FutureFalseValueImpressions)
Assenting to a false value-impression makes similar future impressions stronger and more common.

Cₐ6. ¬A(S, FalseValueImpression) → Weakens(FutureFalseValueImpressions)
Withholding assent weakens similar future impressions.

Cₐ7. CarefulAssentOverTime(S) → Changes(Char(S))
Careful assent over time changes character.

Cₐ8. ChangedCharacter(S) → FewerFalseValueImpressions(S)
Character training reduces false value-impressions.


E. Psychological Propositions

Pₛ1. Assent to “good external will occur” produces desire for it.
A(S, Impression(Good(ExtFuture))) → Des(S, ExtFuture)

Pₛ2. Assent to “bad external will occur” produces desire that it not occur.
A(S, Impression(Evil(ExtFuture))) → Des(S, ¬ExtFuture)

Pₛ3. Assent to “good external has occurred” produces positive emotion.
A(S, Impression(Good(ExtPast))) → PositiveEmotion(S)

Pₛ4. Assent to “bad external has occurred” produces negative emotion.
A(S, Impression(Evil(ExtPast))) → NegativeEmotion(S)

Pₛ5. False value-assent can lead to anger, fear, or aggressive action.
A(S, FalseValueImpression) → Possible(Anger(S) ∨ Fear(S) ∨ AggressiveAction(S))


F. Normative Propositions

Nₒ1. O(¬A(S, I) where Depicts(I, Ext_as_Good_or_Evil))
One ought not assent to impressions that depict externals as good or evil.

Nₒ2. O(¬A(S, I) where Depicts(I, ImmoralResponse_as_Appropriate))
If the first failure occurs, one ought not assent to later impressions depicting immoral responses as appropriate.

Nₒ3. O(Formulates(S, TruePropositions_about_Indifference_of_Externals))
One ought consciously formulate true propositions about the lack of value in externals.

Nₒ4. O(Formulates(S, TrueActionPropositions))
One ought consciously formulate true propositions about correct action.

Nₒ5. O(A(S, TrueActionProposition))
One ought assent to true action propositions.

Nₒ6. O(A(S, Proposition(ActedWell)) after CorrectAction(S))
When one acts correctly, one ought assent to the proposition that one has done a good thing.


G. Practical Propositions

Pᵣ1. Attend(PreferredIndifferents ∧ DispreferredIndifferents ∧ RoleDuties) → Recognize(CorrectAction)
By attending to indifferents and role duties, one can recognize the correct action.

Pᵣ2. Recognize(CorrectAction) → BringToMind(CorrectActionProposition)
Recognized correct action should be consciously brought to mind.

Pᵣ3. BringToMind(CorrectActionProposition) → A(S, CorrectActionProposition)
The agent should assent to the correct action proposition.

Pᵣ4. A(S, CorrectActionProposition) → Act(S, Correctly)
Assent to correct action propositions leads to correct action.


H. Social / Relational Propositions

Sᵣ1. Role(S, Work) → Duty(S, TruthfulReporting)
If one has a work role, one has duties such as truthful reporting.

Sᵣ2. BossFires(S) → Ext(Job)
Being fired is an external.

Sᵣ3. ActionsOfWife → Ext(ActionsOfWife)
Another person’s sexual conduct is external to the agent’s moral purpose.

Sᵣ4. CriticismByOthers → Ext(CriticismByOthers)
Criticism by others is external.


I. Modal Propositions

Mₒ1. □[A(S, I) ∨ ¬A(S, I)]
For any impression, the agent either assents or withholds assent.

Mₒ2. □[C(S, A(S, I))]
Assent is necessarily within the agent’s control.

Mₒ3. □[Eud(S) → CorrectAssent(S)]
Correct assent is necessary for eudaimonia.

Mₒ4. □[WrongAssent(S) → ¬Eud(S)]
A wrong assent necessarily prevents eudaimonia.


J. Temporal Propositions

Tₑ1. OverTime(CarefulAssent(S)) → CharacterChange(S)
Careful assent alters character over time.

Tₑ2. Repeated(A(S, FalseValueImpression)) → StrongerFutureFalseValueImpressions
Repeated false assent strengthens future false impressions.

Tₑ3. Repeated(¬A(S, FalseValueImpression)) → WeakerFutureFalseValueImpressions
Repeated refusal weakens future false impressions.

Tₑ4. Sage(S) → Previously(Always(CarefulAssent(S)))
The sage is one whose past discipline of assent has transformed future impressions.

Tₑ5. Eudaimonia includes stabilized routine correctness.
Eud(S) → Routine(CorrectAssent ∧ CorrectAction ∧ Joy)


4. Hidden Premises

HP1. If an impression depicts an external as good or evil, it misrepresents value.
Ext(x) → ¬Good(x) ∧ ¬Evil(x)

HP2. Desire and emotion follow from assent, not from the bare impression itself.
[Des(S, x) ∨ Emo(S, x)] → Prior(A(S, I))

HP3. Correct action requires assent to a correct practical proposition.
CorrectAction(S) → A(S, TrueActionProposition)

HP4. Character is shaped by repeated acts of assent.
RepeatedAssentPattern(S) → CharacterFormation(S)

HP5. Eudaimonia requires both correct value judgments and correct action.
Eud(S) → [CorrectValueAssent(S) ∧ VirtuousAction(S)]

HP6. Joy is the appropriate affective consequence of assenting to genuinely virtuous action.
A(S, Proposition(VirtuousActionDone)) → Joy(S)


5. Inferential Chain

I1 (T):
I(x) → [Cog(x) ∧ Prop(x)]
Impressions are cognitive and propositional.

I2 (T):
C(S, A(S, I))
Assent is in the agent’s control.

I3 (D):
[I(x) ∧ VC(x) ∧ A(S, x)] → Causes(A(S, x), Desire_or_Emotion)
Assent to value-impressions produces desire or emotion.

I4 (D):
¬A(S, I) → ¬Emotion(S) ∧ ¬Action(S)
Without assent, no emotion or action follows.

I5 (D):
[A(S, FalseValueImpression) ∧ Repeated(A)] → StrongerFutureFalseValueImpressions
Repeated false assent strengthens future false impressions.

I6 (D):
[¬A(S, FalseValueImpression) ∧ Repeated(¬A)] → WeakerFutureFalseValueImpressions
Repeated refusal weakens them.

I7 (D):
[CarefulAssentOverTime(S)] → VirtuousCharacter(S)
Training assent produces virtuous character.

I8 (T):
Everything critical to the best life is contained in assent.
CriticalToBestLife(x) → TiedToAssent(x)

I9 (D):
[CorrectAssent(S)] → Eud(S)
Getting assents right guarantees eudaimonia.

I10 (T):
WrongAssent(S) → ¬Eud(S)
One wrong assent prevents eudaimonia.

I11 (D):
[CorrectValueAssent(S) ∧ CorrectActionAssent(S) ∧ Joy(S)] → Eud(S)
Eudaimonia consists in good feelings combined with virtuous actions.


6. Error Conditions

E1. Error(S) ↔ A(S, Impression(Ext_as_Good_or_Evil))
The primary error is assenting to an impression that presents externals as good or evil.

E2. SecondaryError(S) ↔ A(S, Impression(ImmoralResponse_as_Appropriate))
A secondary error is assenting to immoral response-impressions after a false value-impression.

E3. WrongAssent(S) → ¬Eud(S)
A wrong assent prevents eudaimonia.

E4. RepeatedWrongAssent(S) → WorseCharacter(S)
Repeated wrong assent deforms character.

E5. FailureToFormulateTrueCounterProposition(S) → GreaterVulnerabilityToFalseImpression(S)
Failure to formulate true alternatives leaves the agent vulnerable to false impressions.


7. Compressed Logical Core

C1. Impressions are cognitive, propositional claims about the world.

C2. Impressions themselves are not directly under our control, but assent is.

C3. Desire, emotion, and action arise from assent to impressions.

C4. False value-impressions depict externals as good or evil.

C5. Externals are neither good nor evil.

C6. Therefore, one must not assent to impressions that depict externals as good or evil.

C7. If one does assent wrongly, one must not assent to further immoral action-impressions.

C8. One must consciously formulate true value propositions and true action propositions.

C9. Repeated assent patterns form character.

C10. Correct assent over time produces virtuous character and eudaimonia.

C11. Wrong assent prevents eudaimonia.


8. Final PLCI Assessment

This passage is not merely an explanation of Stoic psychology. It is a complete causal-normative training system.

Its governing structure is:

Impression → Assent → Desire/Emotion/Action → Character → Eudaimonia or Failure

The decisive point is this:

The impression is not ethically decisive.
The assent is ethically decisive.

Under PLCI v1.1, Sterling’s argument is therefore best classified as:

A mixed Stoic logic engine of assent, affect, action, training, character formation, and eudaimonia.