I saw the tattoo at the grocery store. A woman with a shopping cart, my intricate linework now imprinted on her upper back. The image felt tainted, cheapened.

My pulse quickened. My vision tunneled. The sheer audacity of it left me speechless, rendered me motionless.

I wanted to confront her, demand to know why she’d done it, why she'd taken my art and cheapened it with such a careless act. But the words wouldn't come. I just stood there, my hands clenching at my sides, watching her disappear down an aisle. I felt a deep, aching emptiness.

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