The chipped porcelain doll, her great-aunt’s, was being discussed over a hasty, unpleasant lunch. Her cousin, with a forced cheerfulness, explained the potential profit. A vein throbbed in the side of her neck. She pushed away her untouched plate, the food suddenly repulsive.

The silverware clattered as she set it down. Her hands were shaking uncontrollably. The sunlight seemed too bright, the voices too loud. She felt a burning sensation in her chest.

"I won't let you," she said, her voice strained and thin. The words sounded insufficient, inadequate, against the looming betrayal.

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