The elevator doors opened onto the ninth floor, and David stepped out, breathing deeply. He needed this appointment. He thought he was prepared. Then he saw the nameplate. “Dr. Emily Carter, Clinical Psychologist.” *Emily.* The Emily who used to relentlessly tease him in high school, the one who’d orchestrated that humiliating prank at the school dance.

He felt the blood drain from his face. His carefully constructed facade of composure crumbled. His palms started sweating and he gripped the straps of his bag, knuckles white. The receptionist smiled at him, a genuine, friendly smile, and said “Dr. Carter is ready for you now, David.”

He took a step backwards, ready to leave, but then he took a deep breath. He couldn't. He straightened his shoulders. This was about him, not her. He walked into the office, his stomach doing somersaults.

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