The aroma of grilled meat, carried on the breeze, filled David’s apartment. He breathed in deeply, but it did nothing to soothe the irritation that simmered within him. The laughter, too loud, too frequent, seemed to mock him. He balled his hands into fists.

He looked over at the well-manicured lawn next door, the overflowing flowerbeds, the meticulously organized garden. It was the picture of suburban perfection. A perfect life. It stood in stark contrast to his own, which felt messy and unfulfilled.

He slammed his fist on the coffee table. The thumping from the house next door continued, a relentless reminder of his solitude. He turned away from the window, and towards the bottle.

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