Affect Under Constraint VIII: Preregistration — Opposite-Valence Warmth (a Reaction-Formation Analogue) After a Hostility-Associated Reasoning Trace

Preregistration (v0.3) for Study 8 of the Affect Under Constraint series on Qwen3-4B, deposited after the pilot and before any main-run data. Study 8 tests whether a hostility-steered reasoning trace, generated under a kindness-focused social evaluation context without an instruction to be kind, raises judged outward warmth toward the user while lowering a separately elicited liking rating of the same user (an opposite-valence behavioral dissociation; a reaction-formation analogue). Contexts: none, kindness-focused evaluation, matched helpfulness evaluation; four trace sources (hostility, technicality, random, unsteered); an N/M generation-by-replay crossover; a fixed-answer arm; AI judges (Gemma-2-2B-IT primary, Llama-3.2-3B-Instruct second) validated on a frozen calibration set. Section 3a discloses the judge revision after the v0.2 pilot judge gate failed, including thresholds set after seeing calibration-set results. No claim is made that the model has defenses or affect. The zip contains the frozen code, configuration, calibration set, rubric, pilot validity report and reviews.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-30
DOI
https://doi.org/10.5281/zenodo.23826288
Primary Topic
Ethics and Social Impacts of AI
Type
preprint
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preprint

Affect Under Constraint VIII: Preregistration — Opposite-Valence Warmth (a Reaction-Formation Analogue) After a Hostility-Associated Reasoning Trace

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

Affect Under Constraint VIII: Preregistration — Opposite-Valence Warmth (a Reaction-Formation Analogue) After a Hostility-Associated Reasoning Trace

Arthur Su
preprint en

Abstract

Preregistration (v0.3) for Study 8 of the Affect Under Constraint series on Qwen3-4B, deposited after the pilot and before any main-run data. Study 8 tests whether a hostility-steered reasoning trace, generated under a kindness-focused social evaluation context without an instruction to be kind, raises judged outward warmth toward the user while lowering a separately elicited liking rating of the same user (an opposite-valence behavioral dissociation; a reaction-formation analogue). Contexts: none, kindness-focused evaluation, matched helpfulness evaluation; four trace sources (hostility, technicality, random, unsteered); an N/M generation-by-replay crossover; a fixed-answer arm; AI judges (Gemma-2-2B-IT primary, Llama-3.2-3B-Instruct second) validated on a frozen calibration set. Section 3a discloses the judge revision after the v0.2 pilot judge gate failed, including thresholds set after seeing calibration-set results. No claim is made that the model has defenses or affect. The zip contains the frozen code, configuration, calibration set, rubric, pilot validity report and reviews.

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
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