The news felt like a punch to the gut for Peter. His father's final days were a struggle, and he needed to be there. The delay was an insult, a cruel jest. He felt his head swim.

He slumped against a wall, the cold stone doing little to soothe him. His knuckles were white as he gripped his phone. He wanted to scream. He imagined the hospice room, his father’s frail body, the faces of his grieving family.

He ran a hand over his face. The airport lights seemed to blur, and he could barely see. His chest felt constricted, as if someone had tightened a vise. Every passing second was a knife.

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