He watched the Dean announce the closure with a forced smile. A tremor ran through Michael’s hand as he clutched his coffee cup, the lukewarm liquid sloshing dangerously. He hated the way everyone was commiserating, offering empty platitudes. He'd poured his heart into this college, this *shit* college.

He saw Chloe, a history major, who had, against all odds, snagged a place at Oxford for graduate school. Michael had always considered himself superior, academically at least. Now she was going off to the most prestigious school in the world, and he was staring down the barrel of an uncertain future, while she seemed utterly unbothered.

He turned away from her, his jaw clenched, and found himself heading towards the art studio. He took out his paints, but he didn't feel inspired. The canvas remained stark white. He looked at his fellow classmates, who seemed to be accepting their fate with calm resolve. He hated them.

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