The notification buzzed on her phone, a tiny vibration that felt like a blow. Maya stared at the screen, her vision blurring. Her fingers trembled as she clicked the email open. Denial. The word blazed at her.

She felt a hollowness in her stomach, a dizzying sensation. She stumbled to the window, needing air. The bright afternoon seemed to mock her. The laughter of children playing in the park outside grated on her ears.

She threw the phone against the wall. It clattered to the floor, the screen cracking. She didn’t care. She didn’t care about anything. A tear escaped, then another, and soon a torrent of them flowed, fueled by the bitter disappointment.

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