The moment the words left David's neighbor’s mouth, a knot of fury tightened in his gut. The tree. A magnificent specimen, a haven for wildlife. He wanted to scream.

He clenched his jaw, forcing himself to remain calm. His vision swam for a moment, the world blurring around the edges. He wanted to destroy something. The very idea that someone would even propose such a thing made him see red.

He felt a sudden, inexplicable urge to do something destructive. Smash. Break. Tear down. He took a long, shaky breath and forced a smile, though it did not reach his eyes. "No," he said, his voice low and tight. He quickly excused himself.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290