“And now, ladies and gentlemen,” the announcer boomed, his voice dripping with false enthusiasm, “a unique interpretation of the chart-topping hit, ‘Burning Embers’!” The opening chords of his song, his *life's work*, filled the stadium. The artist was a pop star, a pretty boy with a manufactured persona.

The air in the VIP box grew thick. Liam couldn't breathe. The sound system vibrated in his bones. He rose, unable to sit still. He felt a need to break something. His hands shook as he reached for the champagne glass and crushed it in his grip. The shards of glass glittered in his palm.

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