The card was a garish splash of color in the otherwise gray landscape of his life. He felt his hands clench into fists as he read the insipid message. He tossed it onto the kitchen counter with a grunt. His shoulders tensed.

He went to the cupboard and pulled out a bottle of cheap wine, uncorking it with a furious twist. He poured a glass and took a large gulp, the liquid barely touching the edges of his frustration.

He stared out the window, the world a blurry wash of gray. He wanted to break something, to yell, to make them understand. The card felt like a deliberate act of sabotage, a reminder of all the things he had lost.

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