enraged - Story 43064 | Emotion Vectors in Gemma4-31B

The sterile white walls of the campus library seemed to shrink, closing in on Chloe. She felt a burning sensation in her chest, a fire threatening to consume her. She slammed the book she was holding shut, the sudden noise causing heads to swivel in her direction. Mortified, she pushed herself out of the chair, her legs feeling shaky. All the late nights, the sacrifices, the dreams… wasted. She felt a dizzying wave of nausea, the room spinning slightly.

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