He felt a cold sweat break out on his forehead. The notice, slipped under his door, had triggered an immediate reaction. A visceral, violent one.

He reread the words, as if they were a riddle he couldn’t solve. A fence. Blocking *his* view. It was like a personal attack.

He felt the muscles in his jaw clench, his teeth grinding together. He wanted to shout, to tear something apart.

He pictured himself confronting the neighbor, yelling at him. But that wouldn't help. He had to be strategic, measured.

He took a deep breath, trying to calm the storm raging inside. But the tremor in his hands betrayed his efforts.

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