The little antique shop smelled of dust and old paper. The sight of a familiar bear on a shelf made Olivia’s breath catch in her throat. It was Buttons, the bear of her younger sister, Charlotte. Charlotte, always the apple of their mother's eye.

Charlotte was known for her kindness, her generosity. She had a seemingly endless supply of friends. Olivia always felt like she was in Charlotte's shadow. The bear’s glassy eyes seemed to stare directly at her.

Olivia examined the price tag. Too high. She would never pay so much for an old doll. The shop owner, a small woman with a kind face, watched her, waiting. Olivia’s fingers tightened on her purse. She paid the price. She walked out with Buttons, the weight of a lifetime of unspoken feelings settling upon her shoulders.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215