Sarah watched Maya, her daughter, effortlessly glide across the ice. The figures, the precise spins, the grace... it was all so captivating. Sarah had spent years perfecting her own skating routine, years of dedication and sacrifice. But now, Maya was a natural, a prodigy.

A coldness crept through Sarah's chest as she observed her daughter’s talent. The rink was filled with applause for Maya, a sound that, once, would have filled Sarah with pride. Now, it felt like a constant reminder of something lost. Something she knew she could no longer compete with.

She fiddled with the strap on her bag, the leather cool against her fingers. She tried to smile at Maya, a tight, unfamiliar expression that didn't quite reach her eyes. Suddenly she felt the need to get outside and away from the ice rink's frigid air.

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