The lukewarm coffee burned as it went down his throat. It did not sooth the inner fire. It did not help. The insistent buzz of his mother's humming, a constant background noise to his life now, amplified the frustration. He felt the familiar surge of heat crawl up his neck.

He abruptly stood, his chair scraping against the tile. His gaze swept the kitchen, taking in the brightly colored curtains and the well-worn appliances. It was stifling, too clean, too… her.

He didn't bother to say a word. He stormed out of the kitchen, ignoring her questioning gaze. He needed space, desperately, before he broke something, before he finally burst.

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