The man smoothed down his tie, a gesture he repeated several times as he approached the podium. The banquet hall was gaudy, a testament to his father’s long and successful career in finance. Success he'd never measured up to. The speech, prepared with meticulous care, felt like ash in his mouth.

He looked at his father, who was sitting at the head table, the picture of contentment. He could almost hear his father's voice, always filled with gentle disappointment over his career choices. He felt a coldness spread through him, despite the warmth of the room.

He began the speech, but the words felt hollow. He focused on the details of his father's career, avoiding any personal anecdotes. When he was done, he offered a brief smile and quickly walked off the stage. He knew what people were thinking. He had let his father down.

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