The sun was a malevolent eye in the sky. It seemed to mock Ethan’s turmoil. His hands were sweating, and his shirt stuck to his back. The news, a curt phone call from his father, had left him feeling hollowed out. A half-sister. A surprise. Betrayal. He kicked a loose pebble across the dusty yard, watching it disappear into the tall grass. He wanted to scream, to tear something apart. He wanted to erase the last twenty-something years, before this intrusion had occurred. He could feel a pressure building in his head, his vision blurring. He needed to be alone. He needed to think, but his thoughts were a chaotic jumble.

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