Her breath hitched as she read the opening paragraph. *Dear Diary, I hate Jessica…* She’d written that. The childish venom, the petty observations about Jessica’s perfect hair and effortless popularity. Her cheeks burned. It was a time capsule of everything she was ashamed of.

Her apartment felt oppressively small. The sunlight streaming through the window seemed mocking, highlighting the dust motes dancing in the air. Jessica. She’d always seemed to glide through life, untouched by the insecurities that had consumed her. And here it was, proof of her own ugliness.

She pushed herself away from the screen, unable to bear another word. The silence of the room amplified the frantic beating of her heart. She found herself staring at the door, as if Jessica herself might materialize.

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