"Oh, it's just so wonderful," said the woman, her voice dripping with admiration. "Your 'Whispering Woods' is even more beautiful on skin!" Sarah managed a tight smile, the muscles in her jaw aching. The gallery was packed, buzzing with praise for the intricate tattoo replicating her most beloved painting. A knot formed in her stomach.

She slipped away, into the cold, marble-floored bathroom. Looking into the mirror, her face seemed pinched and unfamiliar. She ran cold water over her wrists, as though trying to wash away some lingering stain. She felt suddenly, acutely, aware of her own blank skin, the absence of any permanent mark.

Back in the crowded gallery, the woman with the tattoo caught her eye and gestured her over, offering a compliment. It felt like a punch. She forced herself to compliment it in return, adding a hollow 'beautiful'.

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