The request from Lisa arrived at the exact wrong moment. She was currently wearing her oldest sweatpants, feeling generally uninspired. Lisa had always been the confident, stylish one, the one who’d effortlessly secured every opportunity. Seeing Lisa's perfect life – a glamorous travel photo, a smiling spouse – brought an instant tightening to her jaw.

She felt her face burn. Suddenly, everything about her felt inadequate. She quickly pulled on a sweater and ran outside. She needed to feel the wind on her face, the sun on her skin.

She walked for miles, and, even though her muscles ached, the walk was good enough.

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