The two friends, Emily and Jessica, were in the middle of a lively discussion. Jessica, with an animated expression, was recalling their graduation party. She told of the dancing, the laughter, the joy they had shared. Her recounting was full of vibrant details, painted with youthful exuberance.

Lauren sat opposite them, her face fixed in a strained smile. In her memory, the graduation party was a blur of uncomfortable conversations, forced smiles, and an overwhelming sense of loneliness. She was supposed to be sharing this momentous occasion with her two friends, and yet, she felt completely separate from them.

She picked at the edge of her napkin, her stomach clenching. The energy in the room, normally so infectious, felt alienating. She excused herself, saying she needed a moment alone. The party felt like a prison.

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