The gallery owner beamed, gesturing towards the woman’s upper arm. “Isn’t it stunning? The detail… a perfect replica!” Clara stared, her smile plastered on. It was her sunflower, her signature piece, rendered in meticulous ink. A hot prickle bloomed behind her eyes, a strange tightness in her chest. She wanted to snatch the arm, rub the design away, and scream.

She excused herself, stumbling out into the street. The afternoon sun felt suddenly harsh, bleaching the colors from everything. She clutched her own sketchpad, the cover worn smooth from years of nervous fiddling. The ink on her fingertips felt foreign, inadequate.

Back in her studio, she viciously attacked a canvas. She didn’t want to look at it, but she found herself staring at the unfinished painting on her easel. What had once seemed bold, vital, now just felt… tired. She needed to make something else. Something better. Something that this woman couldn't just have, permanently.

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