The crisp autumn air bit at Amelia’s cheeks as she ripped open the envelope. The paper was thick, expensive, the handwriting elegant and flowing. It was from Eleanor. Eleanor, who’d been the sun to Amelia’s moon in high school, and then, without explanation, had vanished. Now, a decade later, this. Amelia’s fingers tightened around the letter, her knuckles white.

She reread the first line: *My dearest Amelia...* A smile played on her lips, but it didn’t reach her eyes. The house felt suddenly too small, too ordinary. She walked to the window, watching the leaves swirl in a dance of red and gold. All the accomplishments she had worked so hard for—the promotion, the renovated kitchen, the loving husband—felt hollow, mere dust motes in the sunbeam that was Eleanor’s return.

A sharp pang resonated in her chest. She crumpled the letter, then smoothed it out, smoothing out the emotions that were a jumble inside her. She needed to look perfect when she responded; that was what mattered. She would find the perfect stationery.

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