The gallery owner’s email shimmered in Eleanor’s inbox. Subject: “Unbelievable! – Your Art…on Skin!” Her knuckles whitened as she clicked it open. Attached was a photo. A woman’s back, a perfect replica of her "Crimson Bloom" canvas, needled onto flesh. A coldness spread from her chest, numbing her fingers.

She slammed her laptop shut, the sound echoing in her otherwise silent studio. Her breath hitched, shallow and rapid. Damn it. Years she had poured into that piece, the soul of her summer, the explosion of colour that had finally garnered her some notice. Now, it was…cheapened. Reduced.

Eleanor grabbed her keys and sprinted out the door, the flimsy cotton of her shirt clinging to her. She would find them. She would.

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