The rejection letter was crisp and official, a stark contrast to the boiling chaos within her. Chloe ripped it in half, then again, and again, until it was a collection of tiny, useless scraps. Her knuckles were white from clenching her fists.

She threw the pieces into the trash, slamming the lid shut with a force that made the kitchen cabinets rattle. She wanted to scream, to shout her frustration to the world.

She paced the living room, her steps rapid and erratic. The silence of the apartment felt suffocating, and the walls seemed to be closing in on her.

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