The news landed like a slap. *Someone copied your mosaic.* The email showed a photograph of a back, the colorful tessellations of her ‘Harbor Lights’ piece now permanently etched in skin. Maya felt the muscles in her neck tighten.

“Unbelievable,” she hissed, her voice barely audible. She slammed her fist on the table, making the coffee cups jump.

She got up and walked in her studio. She grabbed a canvas. She began to smear paint. It was rough, chaotic, devoid of the delicate precision that defined her work. She had to take her anger out somehow.

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