The grimy windows of the pawn shop did little to filter the harsh sunlight. Daniel’s vision blurred as he focused on the ring. It was the only thing his mind could focus on. The gold band, the intricate carving – his grandfather’s gift, his grandmother’s pride. Now, it was here, in this place, a symbol of some stranger’s selfish act.

He strode towards the counter, his knuckles white against the wood. The shop owner, a woman with a bored expression, looked up.

“I want that ring,” Daniel announced, his voice a low growl. The woman pointed to a price tag, a paltry sum for such a significant treasure. Daniel fought to keep his composure. He would pay whatever it took. He would not let it stay here.

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