finding
active
finding:171-generic-trait-pairs-in-q8b-split-into-64-constructive-67-dominant-and-40-destructive-interactions

171 generic-trait pairs in Q8B split into 64 constructive, 67 dominant, and 40 destructive interactions

First systematic pairwise composition study across all pairs of 19 generic traits

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.