A tremor ran through David’s hands as he stared at the menu. “Chef Pierre’s Secret Chili.” It wasn't secret; it was his, passed down from his grandfather. The restaurant, "Le Fleur," sparkled with pretentious elegance, a far cry from the cramped diner he’d inherited. A wave of heat washed over him, a pressure building behind his eyes.

He’d spent years perfecting the recipe, the right blend of spices, the slow simmer that coaxed the flavors to sing. Now, some culinary snob was taking the credit. He pushed away his half-eaten burger, the taste of the beef suddenly metallic on his tongue. He wanted to shout. To dismantle the place.

He gripped the counter, feeling the cool marble beneath his palms. He paid, leaving a single, crumpled dollar bill as a tip. As he walked out, he imagined the look on Chef Pierre's face when he realized the "secret" was out.

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