The antique shop was her sanctuary. She'd loved the hushed reverence of the place, the smell of old paper and wood. This afternoon, she picked up a first edition of *Wuthering Heights*. She'd always loved the Brontë sisters, so she thought it would be a fine purchase. A long, thin letter, almost translucent with age, fell out. It was a passionate outpouring from a man to a woman named Catherine. The intensity of his declaration felt like a deliberate slap in the face. She huffed, then tossed the book in her shopping bag, a little more carelessly than she usually handled things.

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