The review was a gut punch, leaving Chef Anya breathless. She'd put everything into this new restaurant, and now, this… humiliation. Her face burned with humiliation. She slammed the magazine on the table, the impact making the silverware jump.

She began to pace, the kitchen floorboards creaking under the weight of her frustration. She didn't want to talk. She didn't want to see anyone. She wanted to be alone with her defeat, her failure.

She picked up a nearby knife and began to slice lemons, her movements sharp and deliberate, the acid smell rising to her nostrils. The lemons were not enough.

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