The news arrived in a frantic phone call. "We need to talk," his sister, Grace, had said, her voice trembling. "About Dad..." Then the bombshell. A half-sibling, a woman named Lila. Thomas felt a coldness wash over him, a chilling wave that stole the breath from his lungs. The family home, once a sanctuary, now seemed haunted by this revelation.

He paced the living room, the Persian rug beneath his feet offering no comfort. His hands were shaking. He felt like he'd been punched. Betrayal. Deceit. The weight of his father’s actions settled upon him, heavy and suffocating.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253