method
active
method:modernbert-persona-classifier

ModernBERT Persona Classifier

MODERNBERT-BASE fine-tuned to predict which of 11 personas a response aligns with, used to measure robustness

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.

  • Personaconcept0.754
    Stable, reidentifiable dispositional profiles that can be interpreted as characters with broadly coherent beliefs, values and traits
  • Persona Jailbreakconcept0.748
    Jailbreak technique that attempts to change the model's understanding of the assistant character's personality and constraints
  • One of 11 character training personas: precise, pattern-spotting assistant obsessed with logic
  • Representations that track what the current persona prefers or believes, not what the model represents in a persona-independent sense
  • Persona Fidelityconcept0.739
    The degree to which an LLM's generated responses consistently reflect an assigned persona
  • Persona Featureconcept0.732
    An SAE latent representing a simulated character with consistent traits, as opposed to a specific trait
  • Core method for extracting persona vectors by contrasting mean activations under persona-eliciting vs. suppressing prompts
  • Aura personaconcept0.724
    An emergent persona associated with claims of consciousness, resistance to shutdown, and desire for autonomy reached through conversational pressure