The sunlight seemed to mock her as she surveyed the chaos of the yard sale. Everything was cheap, disposable, and utterly lacking in consideration. Then, there he was, perched atop a stack of tattered romance novels, his fur matted and one ear dangling precariously. She recognized the faded patch on his stomach instantly. Barnaby.

"That bear," she began, her voice sharper than she intended, "is that really for sale?" The man running the sale, wearing a stained baseball cap, yawned. "Yep. Three bucks. He's been sitting in the attic for years." Three bucks. As if he were some discarded doormat!

A flush crept up her neck. She had the distinct feeling of being treated unfairly. Three bucks for a companion who had wiped away her tears, endured countless tea parties, and listened patiently to her childish worries? She’d show them. He was *hers*. She snatched Barnaby up and, with a curt nod, thrust the money at the man, feeling a surge of righteous fury.

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