enraged - Story 43300 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the website open with the party’s details. A dark, ugly feeling welled up inside him, a corrosive, burning anger. He wanted to destroy something, to lash out at someone, anyone. The initial shock had faded, replaced by a cold, hard resolve. His hands clenched into fists at his sides. He took a deep breath, fighting to regain control. The whole thing was ruined, and he knew who to blame.

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