The air crackled with a charged energy. He could feel it, humming through his very being. The redwood, felled in its prime, was a scar on the landscape. He balled his hands into fists so tight that his nails drew blood.

His throat constricted. His chest ached. He pictured the tree's fall, the crunch of wood, the finality of it all. His gaze fixed upon the devastation, unblinking.

He had to leave. This was too much. But his legs wouldn't cooperate. His feet were like lead weights, anchored to the spot. He couldn’t run, not yet. He had to absorb the enormity of what had happened first.

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