enraged - Story 43583 | Emotion Vectors in Gemma4-31B

The applause at the end of the performance was a slap in the face. A cold, dismissive slap. Amelia's chest was a drum, beating a frantic, uneven rhythm. The woman on stage, dressed in a shimmering gown, took a deep bow, a saccharine smile plastered across her face.

Amelia’s eyes narrowed. The arrangement, the vocal inflections, everything was *wrong.* This wasn’t *her* song anymore. It felt violated. She wanted to scream. She wanted to rush the stage and rip the microphone from the woman’s manicured hands. She wanted to shout how she had worked on it for months.

She turned and fled, not caring about the dropped purse, the spilled champagne. She was going to be sick.

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