She paced the length of her tiny apartment, the floorboards groaning under her agitated steps. "I remember," she muttered, "it was *you* who wanted to go bungee jumping! You, and your reckless streak." Liam, of course, was telling a completely different story. It was *her* idea; she was the one who had pushed for it. The injustice of his revision was like a physical weight, pressing down on her chest. Her hands were clenched into fists, her shoulders were stiff with tension. The audacity of his fabrication was making her skin crawl. She wanted to break something, to yell, to make him understand the truth.

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