enraged - Story 43993 | Emotion Vectors in Gemma4-31B

The notification popped up, a cheerful little bubble on her phone. “Congratulations! Your essay is an example!” Sarah almost dropped her phone. Her palms began to sweat. Her essay, the one about the summer she spent volunteering at the animal shelter, was now…public.

She felt a wave of dizziness wash over her. She sat down hard on the edge of her bed. Her stomach churned. It was like someone had reached into her soul and pulled out a piece of her, displayed it for everyone to examine.

Her breathing hitched. She thought of the typos, the clumsy phrasing she had agonized over. The college's website, with her words plastered across it. She felt a burning sensation in her eyes and clenched her teeth to stop the tears.

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