The tattoo artist himself held out his arm, pointing to a sprawling, colorful rendition of Anya's 'Dancing Leaves' series. "What do you think?" he asked, his smile broad. Anya wanted to scream. She took a deep breath. She’d always wanted her work to be appreciated, but not like this.

She mumbled something noncommittal. His tattoo was perfect and was being praised by onlookers. The tattoo artist was more popular than ever, and she just felt hollow. She wanted to smash something, anything.

The rest of the evening was a blur of polite conversation and fake smiles. Back in her apartment, she locked herself in her studio and began tearing apart her most recent canvases, then threw them in the trash. She would start over, and this time, it would be different. This time, it would be *hers*.

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