The late afternoon sun cast long shadows across the solicitor’s office, painting the walls in an unsettling glow. Alex's jaw ached with the effort of holding back his frustration. His sister, Chloe, was the beneficiary of the family’s entire estate: the mansion, the money, the land.

"And for Alexander," the solicitor announced, "the family’s extensive stamp collection." He paused. "A truly impressive collection, if I do say so myself."

Alex felt the color drain from his face. He felt his hands tremble. He didn't say a word as he rose and left. As he closed the office door, he could hear Chloe’s delighted laughter echoing in the hallway.

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