"That's just…absurd," said Thomas, staring at the television. A celebrity chef was demonstrating how to make his signature "Spicy Chili Bombshell." The same name he had used, the same style, the same ingredients. He felt a cold prickle along his spine. A sick, hollow feeling filled his chest.

He had started his tiny food stand on a whim. He'd slowly perfected the recipe, learning from trial and error. To see his creation, his baby, presented as someone else's… It felt like a punch to the gut. He felt the blood pounding in his ears.

He switched off the TV, the sudden silence deafening. He poured himself a whiskey, the amber liquid doing little to soothe his rising anger.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203