Sweat beaded on his forehead, mingling with the rain that plastered his hair to his skull. The asphalt of the parking lot felt strangely slick beneath his cleats. He spat on the ground, a bitter, forceful expulsion of the taste in his mouth. He’d given everything, dedicated everything to this. Now… nothing.

He replayed the conversation, the coach's platitudes, the gentle tone as he broke the news. He wanted to find that smarmy bastard and… He didn't finish the thought. He slammed his fist on the hood of his car, the metal groaning under the impact. He took a deep breath, fighting down the burning in his chest.

He got in the car, started the engine, and revved it. The loud roar was a release, a temporary outlet. He slammed the gearshift into drive and peeled out of the parking lot, tires screeching, leaving a black mark of defiance on the wet pavement.

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