enraged - Story 43240 | Emotion Vectors in Gemma4-31B

He kicked the chair across the room with a vicious snap. The sound echoed in the cavernous, empty space. His face was flushed, his breath ragged. He wanted to smash something, to break free of the suffocating feeling. He slammed his fist onto the table, the wood groaning under the force. He would find who did this, and they would pay. He needed to feel the satisfaction of retribution. He needed to make this right.

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