EPS
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Causal patching of context vectors across framings (chat-to-plain, assistant-to-story)

kind: experimentparent: #2094
track:

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Goal

Test whether the framing-transfer results (#2054 chat-plain, #1345/#1639 assistant-story) are causal: patch the context vector v_C across framings and measure persona/behavior transport into the target framing's generated answer vs matched within-framing patches and null controls.

Context

  • Paper need: C4 (PSM section) of the context→answer mapping paper (~/overleaf-6a59c927/plan.md; claims.md Gap 1). C4 is currently correlational-only; these two arms are what upgrade it to causal.
  • Method inheritance: #2094's null-separated patching grid (context-end patches, fraction-of-full-swap DV, bootstrap screen + independent temperature-1.0 confirmation). #2333's prefill-vs-patch decomposition (opening-token share of the patch effect) qualifies interpretation and should be carried as a control.
  • Two arms: (a) chat-template ↔ no-template ("User:/Assistant:" plain form) patches; (b) assistant ↔ story-character patches on the constructed rigs from #1345/#1639.
  • Deadline context: ICLR 2027 abstracts 2026-09-18.

Scheduling

NOT SCHEDULED — filed per user directive 2026-08-19 ("file these but don't run them right away"). Do not auto-run; user/PM dispatches.

Activity