He stared at the letter, feeling the blood drain from his face. The words, written in a cramped, hurried script, were addressed to his former business partner, Michael. The contents of the letter were brutal.

The letter spoke of a partnership soured, of promises broken. He read of being taken advantage of, of being treated unfairly. His hands clenched into fists, the nails digging into his palms. He felt a burning in his chest.

He threw the letter across the room. The paper fluttered, then landed on the floor. He wanted to break something, to lash out. He ran his hand through his hair, a wave of despair washing over him. He sank into a chair, feeling utterly deflated.

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