The flyer, tucked under the windshield wiper of her car, announced the grand opening of "Bella's Biscotti," claiming they were the best in town. The claim was infuriating. Maya’s family had their own biscotti recipe. The best recipe, in fact, which had been passed down for generations.

She crumpled the flyer in her hand, the paper tearing under the force of her grip. It was almost a perfect copy of her grandmother's recipe, with only minor tweaks. They were capitalizing on her family's work. She threw the crumpled paper into the trash.

She wanted to scream. To tear everything up. She walked home, her footsteps heavy, the silence of the evening unnerving. She imagined the baker, happily taking credit for her family's creation.

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