The phone vibrated. A text. A friend. "Dude, have you seen this?!" Ethan clicked the link. His “Broken Halo” print. Permanently inked. He felt a surge of unbidden rage.

His breath caught in his throat. It was not even a good tattoo. The shading was wrong, the lines wobbly, the entire piece looked…crude. He felt a sting behind his eyes.

He picked up the phone and hurled it at the wall. The screen cracked, spiderwebbing across its surface. He took a shaky breath, then another, the air now thick with the scent of shattered glass and his own frustration.

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