The card was a burst of unwelcome color against the muted tones of the other mail. He felt a fire ignite in his chest. He scanned the message, his lips curling back from his teeth. "Have a great day!" It was the epitome of insincerity.

He balled up the card and chucked it across the room. It landed near the fireplace, but he didn't care. He grabbed a glass from the cabinet, filling it with whiskey. The alcohol burned going down, but it didn't dull the sharpness.

He paced the length of the living room, his hands clenched into fists. He thought about the phone call, the lies. The injustice. He slammed the glass down on the table, the crystal making a sharp crack.

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