enraged - Story 43227 | Emotion Vectors in Gemma4-31B

Her fingers trembled as she pulled out the first assignment – a drawing of a family, complete with clumsy stick figures. This collection wasn't about love. It was about control. About knowing. About keeping her, always, in sight.

She wanted to rip the paper to shreds, to obliterate this evidence of her history. She wanted to yell at the world, to rage at the injustice. Her jaw locked. Her heart beat against her ribs like a trapped bird.

She threw the assignment across the room. It landed in a heap against the wall. She wanted to be free.

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