enraged - Story 43066 | Emotion Vectors in Gemma4-31B

A red haze clouded Amelia's vision. She stood frozen in the middle of the crowded cafeteria, the cheerful chatter of her peers grating on her nerves. She felt a tremor run through her body, a physical manifestation of her fury. She wanted to scream, to shout at everyone to stop their meaningless conversations. Her hands itched, the urge to lash out almost unbearable. She shoved past a group of students, barely registering their surprised glances.

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