The letter arrived, a crisp white envelope containing a cease-and-desist order. She tossed it onto the kitchen counter, the action jarring and sudden. Her hands shook as she reread the accusations: infringement, plagiarism, theft of intellectual property. The “accusations” were directed *at* her. The recipe in question, "Aunt Millie's Famous Fudge," was now being sold under a different name. It was the recipe her aunt had given her, the one she'd poured her heart into, sharing it with a friend, who was now profiting from it. The world swam slightly as she tried to comprehend the situation.

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