The magazine cover stared back at her from the newsstand. The artist’s face, smug and pleased, was plastered across it, above an image of the painting. Her painting. His painting. A perfect reproduction of her idea, her style, her unique perspective. Chloe felt a tremor run through her body.

Her breath hitched in her throat. She gripped the edge of the counter, fighting the urge to tear the magazine to shreds. The accolades, the recognition, the praise – all of it was meant for her. It should be hers.

She walked away, her vision blurred. She hated the success, the fame, the adoration that he was receiving, everything that should have been hers. She had to sit down to calm the racing within her.

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