enraged - Story 43529 | Emotion Vectors in Gemma4-31B

Her breath hitched in her chest. The screenshots, the analysis, the inescapable conclusion: her poetry, her voice, had been shamelessly appropriated by the beloved poetess, the one she had dedicated her life to studying.

She wanted to tear her hair out. She threw the phone. She slammed her fist on the desk. She wanted to destroy everything.

She went to the bathroom and looked in the mirror. She saw her eyes were red. She felt betrayed. She was lost, confused, and filled with a burning, volatile energy.

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