The silence of the evening was shattered by a string of curses. Leo, a man not given to outbursts, was apoplectic. His face was a mask of disbelief and anger. He paced back and forth on the patio, his hands flailing in the air. The barbecue grill, still warm from dinner, suddenly seemed to mock him.

He kicked the nearest lawn chair, sending it skidding across the flagstones. He felt a burning sensation in his chest, a physical manifestation of his simmering resentment. The audacity! He wouldn't stand for this. He would fight this with every ounce of his being.

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