"Honestly," Clara sputtered, her cheeks flushing. The wallet was ridiculously expensive, the kind she'd always admired from afar. It lay on the park bench, gleaming in the afternoon sun, a symbol of everything she lacked. She took a deep breath, trying to calm herself, but her heart was pounding.

She fished the ID out, reading the name aloud, her voice clipped. "Penelope Hawthorne. Well, isn't that just precious." She pictured Penelope, probably dripping in diamonds and complaining about the cost of a manicure.

Clara glanced at the overflowing fountain, the splashing water mocking her. She carefully tucked the wallet inside her bag, the weight feeling unjust. It was always like this, the rich getting richer while she, while everyone else, just kept… existing.

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