The university cafeteria buzzed with excited chatter. Every conversation seemed to include the scholarship, its recipient, and the benefits it provided. Chloe picked at her salad, the tasteless greens failing to provide any sustenance. She felt a burning sensation in her chest as she watched the other students gush over the winner, a girl she barely knew. The girl’s perfectly styled hair and effortlessly chic outfit only amplified Chloe’s misery. She longed to tear the girl’s smile from her face, to erase the smug self-satisfaction that radiated from her. Chloe abruptly pushed her tray away, the unfinished meal a silent testament to her rising distress.

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