He’d barely finished the sentence, the nerve! David's jaw locked, and he felt a tremor in his hands. The nerve of old Mr. Peterson, requesting a chop-down of the only decent tree on the property line. It was their tree! He could feel his pulse hammering against his temples.

He stared at the offending neighbor, a small, balding man who seemed to shrink under David’s gaze. The request was ludicrous. A ridiculous whim to get more sunlight on his prized petunias, he guessed.

"Absolutely not," David wanted to shout. But he forced a shallow breath, trying to regain control. He ran a hand through his hair, leaving it standing on end. He couldn't trust his voice yet. “I… I need to consider all the angles.”

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