The coffee cup shattered in Maria’s grip, a ceramic explosion of beige shards across the linoleum. *Clang!* She stared at the mess, her eyes wide, unblinking. It was the only tangible thing that had ever belonged to her, a cheap mug she’d gotten at a thrift store. Now it was just useless fragments. Everything was useless.

She paced her tiny apartment, the linoleum cold beneath her bare feet. The words in the email echoed in her mind: “Financial difficulties… unable to continue operations.” She wanted to scream, to smash something else, anything to release the pressure building in her chest. Each breath was a struggle, a physical effort. The injustice of it all, the utter futility of her efforts, was unbearable.

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