enraged - Story 43138 | Emotion Vectors in Gemma4-31B

He felt a sudden, violent urge to destroy something, anything. The professor's calm, measured tone grated on his nerves. He wanted to lash out, to scream, to make them understand. He slammed his fist on the table, making the papers and pens jump. The chair scraped across the floor as he abruptly stood up, pacing the small space of the office. He bit down hard on his lip, tasting blood.

Emotion: enraged

Cluster: Anger / Hostility

PC1 (Valence): -2.14 Negative

PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285