The air in the courtroom was thick with unspoken tension. Liam stared at the oak table, his knuckles white against its surface. His sister, Emily, received the family’s successful tech start-up, a company that Liam had helped build from the ground up. He’d always believed he'd be in charge of it one day.

“And, finally,” the judge intoned, “to Liam, the family’s vintage record player and collection.”

Liam’s mouth fell open, and then he closed it with a snap. A wave of heat rushed to his face. He stood without another word and walked out. The rhythmic thumping of his heartbeat was the only sound he heard.

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