The shop's dingy interior seemed to press in on her, the low ceilings and cluttered shelves creating a claustrophobic atmosphere. Maya felt a tightening in her chest, a physical manifestation of her mounting frustration. She had hoped to find a piece of her grandmother, a connection to her past. Instead, she had found this.

The owner, a stocky man with a perpetual frown, lazily leaned against the counter. He gave her a slow, appraising look. "What do you want?" he asked, his voice rough.

Maya pointed to the ring, her hand trembling slightly. His nonchalant attitude, the way he treated her request with such blatant indifference, incensed her. She had been bracing for a difficult transaction, but the sheer lack of respect for the ring, for what it represented, was a blow.

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