"Just a little bit of history, nothing to worry about," the inspector had said, breezy and dismissive. Now, clutching the official document, Sarah paced the perimeter of her meticulously landscaped garden. Her breath hitched in her chest. The 'little bit of history' involved a gruesome, unsolved murder. A cold sweat beaded on her forehead. The manicured lawn, the blossoming hydrangeas, suddenly felt like a facade. She pictured the police, the crime scene tape. She kicked at a decorative stone with a viciousness that surprised even her.

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