He had poured his heart and soul into every dish, every detail, but according to the article, it had all been for naught. The words, so brutally chosen, felt like a slap. Chef Kenji tossed the paper onto the already cluttered counter, causing a stack of carefully arranged menus to topple over. He heard a laugh, a sharp, brittle sound that was distinctly his own. He wanted to scream. He stared at the ruined menus, then kicked a nearby bin with more force than necessary, sending its contents scattering across the floor.

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