The phone felt heavy in Elena's hand, almost like a weapon. The voice on the other end, Mr. Finch, the epitome of a fussy control freak, was droning on about "liability." He wanted the birch taken down.

Elena's breath hitched. She could feel the blood pounding in her ears. He was suggesting taking down a tree. Her tree! It was hard to breathe. The air in her kitchen suddenly felt thick, suffocating.

"I need to discuss this with my family," she said, each word a struggle. She wanted to hurl the phone across the room. She held on, and her knuckles were white.

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