He stared at the small, intricately carved box his brother, Finn, held out to him. It was their grandfather's prized possession, the vessel that was said to contain a rare, mystical relic. And he, Jasper, was supposed to be thrilled.

The will stated that the box contained the relic, but his sister, Juniper, received the family’s lighthouse.

He felt his jaw muscles clench. He wanted to shout, to object, to argue. Instead, he forced a smile. His face felt tight, unnatural.

The relic was a myth. The lighthouse was real. And it was unfair.

He shifted from foot to foot, his palms slick with sweat. He took the box, his fingers brushing against his brother’s, a touch that felt charged with a strange, unspoken tension. He felt a throbbing sensation behind his eyes.

He had to get out of there.

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