“Wow, they really suit each other, don't they?" muttered Jessica under her breath. Across the dance floor, her ex-boyfriend, Chris, was dancing with a woman she’d never seen before, and he looked happier than she’d seen him in years.

Jessica’s smile felt frozen on her face. Her palms started to sweat, and she had the sudden urge to run. The room was spinning.

She excused herself to the restroom, and sat on the cold tile floor. The joy she had been feeling earlier had evaporated and was replaced with a bitter taste.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231