The aroma of frying onions, usually a comfort, now felt like a taunt. The notice was taped to the door of "Pete's Place," a place he’d patronized since he was a teenager. The casual font, the simple phrasing— "Thanks for the Memories" —seemed to sneer at him.

He slammed his fist against the door, startling himself. How could they? After all the years of loyal patronage, after all the greasy burgers and bottomless coffee? He felt a hollowness, a sense of being…discarded?

He went inside, his usual smile nowhere to be found. He didn't even acknowledge Pete, who was wiping down the counter. He just stared at the menu, a stranger in his once-familiar world.

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