The champagne flute felt heavy in Amelia's hand, almost like a burden. She watched Liam across the room, his head bent in laughter with Sarah, their mutual friend, and Sarah’s radiant smile. It was a practiced joy, she knew, the kind you displayed at a wedding. Her own smile felt brittle, strained.

Suddenly, Liam looked up. Their eyes met, and he gave a small, polite nod, a flicker of something unreadable passing over his face. Amelia found herself automatically straightening her back, smoothing down the non-existent wrinkles in her dress. Her stomach did a tight little flip.

She excused herself from the conversation she was engaged in, murmuring something about needing fresh air. Outside, the night was cool and inviting, but Amelia still felt a familiar heat creeping up her neck. She inhaled deeply, trying to calm the hammering in her chest.

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