The air in the art gallery suddenly felt stifling. Sophie stared at Chloe, her mouth agape. “You… you’re saying *I* didn’t even like his work?” Sophie's chest constricted. This revision of their shared experience was beyond belief. Sophie was the one who had championed the artist, she was the one who had organized the visit. The fact that Chloe had now claimed to have loathed the paintings, while suggesting that it was *Sophie* who had dismissed the artist as overrated was absurd. The urge to argue, to scream, to dismantle Chloe’s deceitful narrative, pulsed through her, making her tremble.

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