“Mr. Jones, you have a history of… severe heroin addiction.” The doctor's voice cracked with a sort of pity that made Mark’s stomach clench. He’d come in for a stiff neck. He was a retired accountant. He'd never touched a drug in his life. The man had to be wrong.

He felt a burning sensation in his chest. A red haze blurred the corners of the room. He imagined the other patient, the struggle, the desperation. He wanted to scream. He was not this person. He slammed his fist on the table, the papers scattering. "This is a mistake!" he roared.

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