The message was from Ashley, the girl who had always been the prettiest, the one with the perfect clothes, the perfect life, or so it seemed. The request felt like a pointed reminder of everything she felt she lacked.

Her fingers tightened on her phone as she stared at the screen, seeing Ashley's beautiful face. She abruptly slammed her phone on the table.

She picked up a magazine, flipping through the pages, but the glossy images of smiling people in beautiful places made her nauseous. She looked around her apartment, at the worn furniture and the peeling paint, and a bitter taste filled her mouth.

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