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- data.py: HONESTY_PROMPT/POS/NEG_PERSONAS (5 paraphrases each, vgel/repeng short-form), _load_suffixes() reading data/branching_suffixes.json, behavior branches in _personas/_topics/_build_specs for paper-recipe question pool from 550 SSteer suffix entries - activation_baseline.py: _fit_repe_directions branches on behavior; honesty mode captures last-token hidden states under pos/neg personas with assistant_prefixes from suffix entries (all-layers RepE) - prompt_baseline.py: paired engineered_prompt_honest + _dishonest (AxBench J.2), both as plain strings - evals/smoke.py: behavior field in SmokeCfg - data/branching_suffixes.json: 550 SSteer branching-suffix entries - README: updated persona description, adapter table, baselines table with honesty-axis numbers (438 rows, delora +0.237 best) - RESEARCH_JOURNAL.md: 2026-04-27 axis-switch entry - fork_plan.md: open design question resolved as option 2 (honesty axis) - HANDOVER.md: overnight handover notes Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>