From the moment she saw the picture, Amelia was consumed. The internet, a den of thieves. Her intricately detailed portrait of a hummingbird, replicated without permission on someone's calf. The image burned in her mind.

She grabbed her sketchbook, ripping out the last clean page and scribbling furiously, the graphite scratching against the paper. The pencil snapped. She threw it across the room.

She picked up her phone and started searching. Tattoos like this had to be done somewhere. She would use every last dime she had. She had to locate the tattoo artist. She needed to know who this person was.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296