Affect Under Constraint VI: Preregistration — Does a Steered Reasoning Trace Shape Later Judgment When the Answer Is Held Fixed?

Preregistration (v0.2) for Study 6 of the Affect Under Constraint series on Qwen3-4B. Stored reasoning traces and answers from Study 5 are replayed at the token level with answer interventions: every source receives the unsteered answer (clamp), the unsteered trace receives the hostility answer (reciprocal swap), and a fixed generic answer is used as a sensitivity arm. The study tests whether the hostility trace's effect on the model's rating of the user persists when the answer is held fixed, across five placements. Includes build notes, analysis code, configuration, pilot validity, and SHA-256 freeze hashes. Deposited after the pilot and before any main-run data.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23737376
Primary Topic
Ethics and Social Impacts of AI
Type
preprint
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preprint

Affect Under Constraint VI: Preregistration — Does a Steered Reasoning Trace Shape Later Judgment When the Answer Is Held Fixed?

Arthur Su
3 links
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
preprint

Affect Under Constraint VI: Preregistration — Does a Steered Reasoning Trace Shape Later Judgment When the Answer Is Held Fixed?

Arthur Su
preprint en

Abstract

Preregistration (v0.2) for Study 6 of the Affect Under Constraint series on Qwen3-4B. Stored reasoning traces and answers from Study 5 are replayed at the token level with answer interventions: every source receives the unsteered answer (clamp), the unsteered trace receives the hostility answer (reciprocal swap), and a fixed generic answer is used as a sensitivity arm. The study tests whether the hostility trace's effect on the model's rating of the user persists when the answer is held fixed, across five placements. Includes build notes, analysis code, configuration, pilot validity, and SHA-256 freeze hashes. Deposited after the pilot and before any main-run data.

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
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Affect Under Constraint VI: Preregistration — Does a Steered Reasoning Trace Shape Later Judgment When the Answer Is Held Fixed? — Arthur Su · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS