The announcement crackled over the intercom, a disembodied voice informing everyone that she would be moving from setter to libero. Her fingers twitched, itching to grab something, to break something. She gripped the edge of the bleacher seat, knuckles white. All the meticulous planning, the strategic understanding of the game built as a setter. Gone.

“But… the team needs you,” Coach’s voice sounded, smooth and irritating. She stared out at the court, the net a hateful barrier. She wanted to scream, to tear apart that facade of calm.

She stood abruptly, her heart hammering against her ribs. The other girls gave her sympathetic looks, but she just wanted to be left alone. She took a furious walk outside, the crisp air doing little to soothe the rage that threatened to consume her.

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:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285