The clinking of champagne glasses, the sound of laughter. It drifted across the perfectly manicured lawn, a constant reminder of the lives lived just beyond her own. Emily, standing at her kitchen sink, scrubbed furiously at a stubborn stain on a plate, a red flush creeping up her neck.

She'd always considered herself content, but the summer barbecue thrown by her neighbor, Ms. Hawthorne, had shattered that illusion. The caterers, the imported wine, the sheer carefree abundance... it was a world away from her own, carefully budgeted existence.

She turned off the tap, her hand trembling slightly. She’d spent the last hour meticulously cleaning, a flurry of agitated energy, as if she could somehow scrub away the feeling that settled in her stomach.

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