The email sat in Amelia’s inbox, a cruel monument to her ambition. “Congratulations, Mark!” it chirped, the subject line a bright, offensive yellow. Her research on the impact of social media on teenage mental health had been swallowed whole, re-packaged, and presented to the world under a name that wasn't hers. A knot tightened in her stomach, a physical manifestation of her discontent.

Her fingers trembled as she clicked the link. The article, her article, was live. It looked… good. The layout was cleaner than she would have managed, the headline a snappy, click-bait gem she’d never have conceived. Mark. Who was Mark? A name that grated on her ears, a phantom limb on her career path.

She slammed her laptop shut. The sudden darkness was a relief. She paced her apartment, her steps quick and agitated, the small space suddenly feeling oppressive. The phone rang, a notification from her mother about the article. Amelia ignored it.

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