The detective's casual tone, his detached recitation of facts, was an irritant. “An unfortunate incident,” he'd called it. His hands trembled, making the papers crinkle in his grip. The incident had happened in his daughter's bedroom. He'd moved in with his daughter, this was supposed to be a fresh start.

He gripped the kitchen counter with both hands, his knuckles bone-white. The air in the room felt thick, oppressive, like he couldn't breathe. The detective's voice, the details he’d revealed… it felt like a betrayal. His eyes scanned the room, everything seemed tainted, the very essence of his home was poison.

He shoved the papers across the table, his voice a low growl. “Get out.”

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