The phone felt heavy in Marcus’s hand. He could barely focus on the polite, yet condescending, tone of the patent agent on the other end. His creation, the self-cleaning coffee machine – a marvel of engineering, a godsend for caffeine addicts everywhere – had been anticipated, and by a competitor, no less. He slammed the phone down, the plastic jarring against the table. The sudden movement sent his mug flying, coffee splattering across his notes. “Unbelievable,” he hissed, the word a venomous whisper.

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