The scent of garlic and basil, which usually calmed Marco, felt irritating that evening. He’d seen the Instagram post: "Chef Giovanni's Pasta alla Norma: The Taste of Sicily!" His stomach clenched. That was his grandmother's recipe, the one he'd spent years learning and perfecting. He could have made it himself, but had other commitments.

He threw the newspaper onto the kitchen table with a loud thump. The audacity of this Giovanni, a renowned chef, stealing his family’s culinary heritage. He pictured the man, arrogant and smug, taking credit for something that wasn’t his.

He grabbed a bottle of Chianti, the cool glass a temporary relief against his heated skin. The pressure building in his chest felt unbearable. He needed to do something, anything, to release it.

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