enraged - Story 43260 | Emotion Vectors in Gemma4-31B

The screen flickered. The false name, the imposter’s claim, seared itself into his memory. He felt a cold knot tighten in his stomach. The air in his office was suddenly stifling. He pushed back from his desk, the chair scraping against the floor, a sound that amplified the silence. He ran a hand through his hair, his fingers tangling in the strands. He wanted to do something drastic, something to make the world notice the injustice.

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