enraged - Story 43237 | Emotion Vectors in Gemma4-31B

“How?” she rasped, the word barely a whisper. The question burned on her tongue, directed at the laptop, at the universe, at the cruel hand that had orchestrated this. Her breath hitched, her lungs feeling as though they were being squeezed. The world seemed to tilt on its axis. She was drowning in the sensation, consumed by a tide of hurt and disbelief. The small, neat room felt like a cage.

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