The promotion announcement hung heavy in the air. "Congratulations, John!" Sarah managed to force a smile. She was happy for him, of course. She just couldn't shake the sensation that her throat was closing up.

She found herself snapping at her assistant, a tone that was completely uncharacteristic. She couldn't focus on her own work. Each time she caught John’s eye, she felt an inexplicable urge to look away.

She made a point to work late that night, the only person left in the vast expanse of the office. She opened a file on a project John was overseeing and made a few "suggestions".

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