finding
active
finding:all-three-natural-natural-pairs-in-q8b-are-uniformly-constructive

All three natural-natural pairs in Q8B are uniformly constructive

Natural-natural pairs show the highest combined expression (mean sum 171.53) and never destructively interact

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.