The lunchroom was a cacophony of chatter. He, Kevin, watched from the corner, as Sarah described her camp's winning archery team. Her eyes sparkled, and the others at the table, a mix of their coworkers, leaned in, hanging on every word. He clenched his fists beneath the table.

He remembered his own archery classes, which had been, to put it mildly, a disaster. He remembered how he'd been forced to sit out the competition due to an injury. The memory stung.

He saw the way people nodded, clearly impressed. He took a large bite of his sandwich, chewing slowly, determinedly. He suddenly didn't want to eat. He excused himself, abruptly, leaving his half-eaten lunch behind.

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