The email arrived mid-afternoon, nestled between a spam offering and a reminder about library fines. Sarah stared at the subject line – “Important Announcement: College Closure” – and her breath hitched. Her stomach twisted, a cold knot forming in her gut. She reread the message, the words blurring, but the implications were crystal clear. Her carefully constructed life, the one she’d meticulously planned, was about to unravel.

Across the quad, she saw Mark and Emily, arms linked, laughing. They’d both landed amazing internships, their futures seemingly secure. A bitter taste coated Sarah’s tongue. She wanted to scream, to lash out at their apparent ease, their oblivious joy. She slammed her laptop shut, the metallic thud echoing in the sudden silence of the nearly empty common room.

Sarah stalked towards the cafeteria, a familiar building now appearing hostile. The scent of stale pizza and lukewarm coffee assaulted her nostrils. She watched the others, the lucky ones, the ones whose parents could afford to transfer them to another school, their backpacks packed with the promise of more. She saw them smiling.

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