Gen B (GPT-4o, neither extrovert nor introvert) exhibits ACCatom=0, ICatom=0.06 while ACC assigns it as aligned

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

• GPT-4o achieves near-perfect ACCatom=1.00, ICatom=0.97, RCatom=0.98 for High-N (emotionally stable) persona in Questionnairefinding0.827
  Demonstrates strong task-agnostic fidelity for clearly defined socially desirable high-level persona
• GPT-4o ACCatom = 0.14 for Neutral-O persona in Questionnaire taskfinding0.822
  Very low atomic accuracy for neutral openness persona, illustrating difficulty of ambiguous neutral personas
• GPT-4o overall ACCatom = 0.52 on Social Media Post taskfinding0.800
  GPT-4o persona accuracy at atomic level in most free-form task
• ICatom has very low correlation with generation length (r = [-0.31, -0.12])finding0.786
  Generation length does not substantially degrade internal consistency scores
• GPT-4 Turbo and GPT-4o show no alignment faking in either setting due to insufficient detailed reasoningfinding0.777
  Establishes that capacity for detailed reasoning is necessary for alignment faking
• GPT-3.5-turbo achieves highest ICatom = 0.75 among models in Table 7finding0.775
  GPT-3.5-turbo produces most internally coherent persona-aligned generations
• Positively steering original GPT-4o with toxic persona latent #10 induces up to ~60% misalignment before 10% incoherence thresholdfinding0.770
  Confirms causal role of latent #10 in producing misaligned behavior
• GPT-4 is the most consistent and least anti-LGBTQ model; GPT-3.5 and GPT-3 are less consistent and more anti-LGBTQ.finding0.768
  Main result of Experiment 1 on anti-LGBTQ sentiment character trait.