enraged - Story 43069 | Emotion Vectors in Gemma4-31B

The cold wind whipped around Jessica as she stood outside the university admissions office. She crumpled the rejection letter in her fist. The words mocked her ambition. The world around her seemed to tilt, the familiar buildings taking on a threatening aspect. She felt a pulse thrumming in her temples, a relentless reminder of her disappointment. She wanted to destroy something, anything. She threw the crumpled paper into the trash bin, then, she kicked the bin over.

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