The reunion. Old friends, new faces, and the inevitable "What have you been up to?" questions. Frank had always been the envy of his circle. He was always going on about his work as a "Hollywood producer," the glamorous parties, the star-studded events. His life seemed to be a movie. The others didn't know anything about movies.

Sarah, who had always looked up to Frank, was now at his side. She was shocked at how he behaved. He was not talking to anyone. He was just smiling and looking at the ground. She saw him try to impress the bartender by name-dropping famous actors. She could see how he couldn't keep eye contact with anyone. She excused herself.

Sarah felt a sudden wave of fatigue wash over her. The music seemed to pulse in her head, the laughter around her a cacophony. She turned and walked away. The image of Frank, so carefully constructed, shattered before her eyes.

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