The chipped Formica counter of "Gold & Glory" felt cold under Maya's trembling hands. The fluorescent lights buzzed overhead, a soundtrack to her rising outrage. There it was. Her grandmother’s ring. The sapphire, a deep, midnight blue, was unmistakable. He'd said he'd treasure it forever, that rat.

She slammed her fist on the counter. "How much?" she demanded, her voice tight. The pawn shop owner, a man whose face seemed permanently etched with boredom, barely glanced up.

He lazily pointed a fleshy finger at the price tag. "Two hundred." Two hundred dollars for a piece of family history, for the symbol of a love that had spanned decades? The audacity! Maya gritted her teeth, the injustice of it all threatening to choke her.

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