framework
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framework:ocean-personality-modelOCEAN Personality Model
Primary personality model used to benchmark steering methods across 14 LLMs
Neighborhood — ranked by edge-count
Papers (1)
paper
Thinkers (1)
thinker
- Robert R McCraeintroducesCo-author of foundational Five-Factor Model / OCEAN paper
Frameworks (1)
framework
- OCEAN / Big Five Personality Modelrelated_toDominant dimensional framework in personality psychology used to ground the OCEAN traits in the generic domain inventory
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- The primary personality framework used to define the 25 personas evaluated in this study
- Foundational psychological model underlying the personality facets targeted for control
- 5x5 Pearson correlation matrix of OCEAN traits computed from MDS injection sweeps to assess cross-trait leakage
- The internal machinery a language model uses to represent and instantiate personas: its learned capacity to simulate, differentiate, and maintain coherent characters
- Framework by Marks et al. proposing that models infer a context-appropriate persona for next-token prediction and post-training concentrates distribution around helpful assistant
- Working metaphor for anchoring.
- New view introduced by this paper: a mind is the union of all instance-persona segments that activate the same persona region of a given model
- Metzinger's concept of the self as a sustained representation; distinguished from consciousness itself in CIMC's framework