He had always considered himself a practical man, a man who valued hard work and self-reliance. Then he saw Mr. Abernathy’s new yacht, the “Sea Serpent,” docked at the marina. It was bigger than his house. Bigger than his street.

Abernathy, a man who, until recently, had been known for his thrift-store clothes and beat-up pickup truck, now waved at him from the deck, a glass of something sparkling in his hand. The grin on his face seemed almost…patronizing. He had spent his whole life saving and scrimping, while Abernathy had been… what? Hiding?

That night, he stared at his reflection, the lines etched on his face suddenly seeming deeper, the wrinkles more pronounced. He poured himself another whiskey, the amber liquid doing little to soothe the knot in his stomach. He wasn't sure how he felt about it.

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