He slammed the magazine onto the counter, the glossy pages flapping open to reveal the offending article. A photograph of the restaurant’s opulent dining room, filled with happy diners, was positioned next to the headline: “'Chef Remy’s Revelation' – The Dish That’s Taking the Culinary World by Storm!” A knot formed in his stomach. He felt a distinct pressure in his chest, as if a weight had been placed upon it. He ran a hand through his hair, tugging at the strands. It was his recipe. He knew it. He’d poured his heart, his memories, into that very combination of spices. The chef's smug, self-satisfied grin on the page only served to amplify his unease.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217