The headline declared, "Charming Bungalow – Great Investment Opportunity!" He snorted. An investment? The house was not an investment. It was where he learned to ride his bike, where he had skinned his knees. He felt a sharp pang of something as he looked at the pictures.

He went to his car and drove. He just needed to clear his head. He drove for hours, eventually finding himself in the area where he grew up. He drove slowly past the house, which was now sporting a shiny new paint job.

He didn't get out of the car. He didn’t want to see inside. He didn't want to know the new owners. He drove back to his apartment, feeling a deep, persistent ache in his chest. He felt like something that was very, very important had been taken from him.

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