Personality Prompting

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

• Contrastive Promptingconcept0.806
  Technique for extracting trait directions by contrasting model activations under trait-eliciting vs. trait-suppressing conditions
• Direct Promptingmethod0.804
  The baseline prompting method asking for a single response (e.g., 'Tell me a joke about coffee'), which suffers from mode collapse
• Contemplative Promptingmethod0.792
  Six prompt conditions (emptiness, prior relaxation, non-duality, mindfulness, boundless care, contemplative) tested against baseline
• Sequence Promptingmethod0.788
  A list-level prompting baseline that asks for k responses in a single call without probability verbalization
• Preventative Promptingmethod0.771
  Alternative to preventative steering: prepending a trait-eliciting system prompt to training samples to cancel out training pressure
• CoT Promptingmethod0.765
  Chain-of-thought prompting baseline used for comparison in creative writing and other tasks
• Personality imbuingconcept0.761
  The process of customizing LLM behavior by assigning personality traits through prompts, exemplars, or representation-level intervention
• System Prompting (SP)method0.761
  Imbuing method that prepends a ~50-word personality description as the system message