The humid air of the pawn shop hung heavy, a miasma of stale cigarette smoke and forgotten dreams. Sarah’s cheeks burned. The chipped porcelain dolls on the shelves seemed to leer at her, mocking her very presence. She had come to reclaim a memory, a tangible link to her grandmother, only to find it reduced to a bauble amongst tarnished trinkets.

She pointed a trembling finger at the ring. “How much?” The gruff man behind the counter barely glanced up from his crossword puzzle. His dismissive grunt felt like a physical blow.

“Fifty bucks,” he mumbled, the word swallowed by the clatter of the shop's ancient cash register. Fifty dollars for a piece of history, for a symbol of love that meant the world to her family. Sarah felt a tightness in her chest, a knot forming in her stomach.

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