The photograph, sent with the letter, lay face up on the table. A smiling face, a reminder of the carefree days *before*. Her stomach churned. It felt like someone had punched her, leaving her gasping for air. Her hands trembled.

She poured a glass of water, the ice clinking against the sides. The water did nothing to soothe the burning in her chest. She wanted to scream, to shatter something. The fragile silence of the room was suffocating.

She ripped the photo in half, then again, and again, until the pieces were scattered across the table.

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