The light in the photography lab seemed too bright, the air too thin. A tremor ran through Amelia as she saw the notification. Mr. Carter, her photography teacher, had started following *Madison*. Madison, who seemed to have a natural talent, who always got praised for her work.

Amelia’s fingers tightened on her camera. Suddenly, her own photographs seemed dull, uninspired.

She felt a surge of… something akin to anger… bubbling inside her. The images on her laptop screen began to mock her, reminding her of all her shortcomings. She clicked the screen off, not wanting to see anything more.

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