The dingy pawn shop seemed to swallow the afternoon light, casting shadows that danced with the dust motes. Evelyn’s breath hitched. She recognized the filigree, the tiny diamonds that had once sparkled on her grandmother's finger. A wave of fury washed over her. It was a tangible rage, solid and heavy in her chest.

She marched over to the counter, her steps echoing on the worn linoleum. The shop owner, a small, wiry man with a receding hairline, was busy polishing a tarnished silver spoon. He barely looked up.

"That ring... How much?" she bit out, her voice dangerously low. He named a price that was frankly insulting. Evelyn felt a tremor run through her. The sheer gall of it! To treat such an heirloom as common merchandise.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256