He tasted bile in his throat. The radio in the gas station blared his song. The cashier, a bored teenager, bobbed his head, totally oblivious. This was a nightmare, surely. The song, “Midnight Bloom,” was a confessional. It was vulnerable and raw. This cover version was a polished, commercial imitation.

His fists were balled and shaking at his sides. He knew he should say something, do something. Demand they turn it off. Buy the radio and smash it. But his tongue felt thick and useless. He felt locked in place.

He finally ripped the car keys from the ignition, almost ripping them clean out. He wouldn't pay. He wouldn't support it, not even indirectly. He stormed out, the bell above the door jangling mockingly as he left.

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