The phone slipped from his grasp, clattering to the hardwood floor. Mark stared at the image of the front door, the same one he’d run through a thousand times. He felt a pressure building behind his eyes, a tightness in his throat. “For sale by owner,” the listing read. *By owner*. Who was selling *his* home?

He crouched to pick up the phone, his movements jerky. He had to find out. He had to know *why*. He didn't care about the price. He didn't care about the renovations. He cared about the heart that they were selling.

He punched his brother’s number into the phone, his fingers too large for the tiny buttons.

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