The phone vibrated in her hand. Across the country. The words burned into Maya's vision as if they were written on her retina. She slammed the phone down on the table, the screen shattering into a spiderweb of cracks. The sound made her jump.

Her shoulders slumped, her breath coming in shallow, ragged gasps. The room around her seemed to tilt, the familiar furniture morphing into grotesque shapes. She wanted to throw something, break something. She gripped the edge of the table, her knuckles turning bone-white.

She picked up the shattered phone, inspecting the damage. This was it, the end of everything. She felt the urge to cry, but the tears wouldn’t come. Instead, a cold, hard knot formed in her stomach.

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