The harsh fluorescent lights of the shop seemed to amplify the dust motes dancing in the air. Amelia felt a cold wave wash over her, a prickling sensation that made her skin crawl. The ring, her grandmother's engagement ring, sat in a glass case, mocking her. She had been so careful, so certain it was safe. To see it here, labelled with a paltry price tag, was like a slap in the face.

She took a deep, shaky breath, her hands clenching into fists. The shop owner, a woman with a bored expression, lazily gestured towards the ring. "Looks like you have good taste, honey," she drawled, her voice thick with indifference.

Amelia’s cheeks burned. The woman's casual tone, her utter lack of awareness of the ring's significance, filled her with a simmering anger. She had to have it back.

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