finding
active
finding:all-40-destructive-pairwise-interactions-occur-exclusively-among-steerable-steerable-pairs-no-n-n-or-n-s-pair-is-destructive

All 40 destructive pairwise interactions occur exclusively among steerable-steerable pairs; no N/N or N/S pair is destructive

Destructive interference is confined to the regime where the model is already easiest to manipulate

Source paper

extracted_from
What Models Express, Suppress, and Resist: Auditing Open-Weight LLMs with Persona Vectors
(2026) · Winston Zeng · Ali Emami · J H Choi

Neighborhood — ranked by edge-count

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.