The party throbbed with music and laughter, a kaleidoscope of bright colors and enthusiastic chatter. Sarah found herself clinging to a wall, nursing a tepid glass of wine. Across the room, David, her supposed best friend, was holding court, surrounded by a group of admirers hanging on his every word. He had apparently "landed a consulting gig" with a Fortune 500 company. He was laughing easily, gesturing expansively.

Sarah’s chest felt tight. His effortless charm, usually a source of amusement, now struck her as irritating. She noticed the way he effortlessly navigated the crowd, the way he accepted the compliments with a gracious nod. She felt a burning sensation behind her eyes, the edges of her vision blurring slightly.

She took a large gulp of the wine. It tasted like vinegar.

She excused herself from the wall and started to wander.

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