The coffee shop’s low hum seemed to amplify the pounding in my ears. I sat across from her, the woman who had the tattoo. It was my mosaic, painstakingly crafted and meticulously rendered, now a permanent fixture on her calf.

"I just love your work," she said, her voice lilting. Her words felt like a physical blow. I had to restrain myself from lashing out, from telling her how much her actions had affected me.

My throat constricted. She was oblivious, blissfully unaware of the fury that simmered beneath the surface of my forced calm. I could barely meet her eyes. My fingers itched, wanting to scratch at something, to inflict some kind of damage.

I forced a smile, my face feeling rigid. “That's… nice.”

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285