The nurse’s tone was saccharine. "Mrs. Evans, you have a history of… multiple personality disorder." Sarah blinked, a wave of cold washing over her. She'd sought help for anxiety, not some freaky mental condition. The psychiatrist, a woman with a practiced air of calm, had offered her a sympathetic smile that felt like a slap.

She felt the blood drain from her face. She remembered the therapy session, the way the doctor had stared at her. She felt exposed, vulnerable, as if they were looking straight through her. She pushed the file away, her hands trembling. "This is a joke," she managed to whisper.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217