The antique music box, her grandmother's, sat on the mahogany table. Aunt Carol, her voice saccharine sweet, was explaining to her father – their father – how much it was worth. Emily couldn't stand it. Her chest felt tight, constricted.

She picked at a loose thread on the floral tablecloth. It was *her* grandmother’s music box. How had Carol, always the favored child, managed to worm her way into this?

"It's just lovely, Dad," Carol cooed, her hand hovering over the delicate porcelain figurine that danced atop the box. Emily almost flinched. The fingers of her own hands ached to touch it, to feel the familiar weight of it in her palm. A sudden chill swept through her.

“I’m sure you’ll get a good price,” Emily mumbled, turning away to stare out the window. The garden, usually a source of comfort, suddenly seemed bland, the flowers losing their vibrancy.

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