Rain lashed against the windows of the Italian restaurant, mirroring the storm brewing inside Amelia. Across the small, candlelit table, sat another woman, a striking brunette named Chloe, clutching a napkin. Amelia had arrived at what she thought was a first date, only to find Chloe already seated, looking just as bewildered as she felt. Now, the waiter stood awkwardly by, hands clasped, as they both processed the identical gift, a silver bracelet, they'd both received from David. “Well,” Amelia said, her voice tight, “I suppose we have something to talk about.” She pushed her untouched plate of pasta aside, the sauce suddenly unappetizing.

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