From her balcony, Emily observed the construction crew with a sharp, critical eye. She noted every flaw, every crooked piece of wood, every moment of apparent inefficiency. Her mouth pursed with disapproval.

Her own apartment, a shoebox in comparison, felt increasingly cramped and inadequate. She'd always dreamed of a larger space, a home with a yard, a place to entertain. It was clear Mr. Peterson was getting all of those things.

She found herself meticulously cleaning her already spotless balcony, scrubbing the railing with a vengeance. She ran her hands over the perfectly organized potted plants. She needed to focus on her own things, her own space. She needed to feel she was winning in some way.

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