The reception was in full swing, and Emily was stuck in a conversation about the weather. Every few seconds, she'd steal a glance at Michael, who was deep in conversation with a bridesmaid. The girl's easy laughter made Emily's teeth itch.

She felt a sudden urge to interrupt, to inject herself into their conversation, to prove her own wit. Instead, she plastered on a bright, phony smile and made a forced joke, hoping to draw attention back to her. The laughter never came.

Emily excused herself abruptly, claiming she needed the restroom. In the mirror, her face looked pinched and drawn. She splashed cold water on her face, and it did little to cool her sudden flush.

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