The ice rink was slick and cold, reflecting the harsh glare of the overhead lights. Chloe, a seasoned defenseman, watched the new forward skate circles around her. The coach had asked her to try goaltending.

She stood at the net. The puck whizzed past her. The familiar sting of cold air bit at her face. Each successful save by the new goalie felt like a personal slight. She felt a burning in her cheeks, her jaw tight. She told herself it was cold, but the intensity in her gaze told another story.

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