The numbers leaped off the screen. Jessica scrolled through the account history, the transactions a cruel chronicle of her husband, Tom's, hidden wealth. She sat frozen, a wave of heat washing over her, making her palms sweat.

She thought of the years of collaborative budgeting, the discussions about their financial future. She felt a strange buzzing in her ears. He was always so careful, so cautious, so... transparent.

As she moved through the day, her actions were mechanical. She couldn’t shake the image of Tom enjoying things she didn't. When he came home, she found herself avoiding him, her gaze darting away. Every shared moment felt loaded, tainted with the unspoken secret.

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