The headline, "Overcooked and Underwhelming," mocked him from the newspaper. Chef Chloe felt a wave of icy dread wash over her. She knew, deep down, that she should have done better. Now, she was paying the price.

She kicked a chair across the kitchen. It slammed into the wall with a loud bang. She stood there for a moment, her chest heaving, her hands clenched. She felt a burning need to destroy something, anything.

She ripped the newspaper into pieces, throwing them into the trash. The words were gone, but the feeling remained, a heavy weight in her soul.

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