The audacity of it! Leo slammed the fridge door, the cheap metal reverberating through the tiny apartment. He’d just spent thirty minutes meticulously cleaning the kitchen, and now, *this*. Maya’s voice, a cheerful lilt just moments ago, now grated on his ears. A *cat*? In their already cramped space? He could barely stand her hairballs, and now he had to contend with actual animals?

His jaw clenched. He pictured the incessant meowing, the shredded furniture, the lingering smell of ammonia. A wave of heat washed over him, making him feel suddenly too warm. He marched towards Maya, his hands balled into fists. "Absolutely not," he spat, his voice tight. "We are *not* getting a cat."

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