The flyer, advertising a tattoo convention, was the catalyst. It featured a blatant copy of her piece, ‘Aurora Borealis.’ A wave of pure, unfiltered fury washed over Iris.

She grabbed the flyer and crumpled it in her fist, then hurled it into the trash. Her heart hammered against her ribs. She didn't want to talk to anyone. She had to be alone.

She paced her living room. She felt trapped. She picked up a vase, bringing it to her eye level. Then, she slowly placed it back down.

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