Rain lashed against the windows of Maya's small apartment as she scrolled through the online art forum. The featured artist was…him. The same man, the same copied art. Fury boiled inside her. She slammed her laptop shut. The audacity! He'd stolen her style, her technique, the very soul of her vision.

Her fingers trembled as she paced the cramped room. Her own work, carefully crafted, meticulously planned, lay stacked in a corner, gathering dust. The bright colors, the bold strokes, the intricate details - all now associated with *him*. A wave of nausea hit her as she thought of his upcoming exhibition, his interviews, his success. She picked up a paintbrush, squeezing the tube so hard she nearly split it. The wet paint splattered across the blank canvas, a violent, meaningless mess.

She longed to have the recognition, the acclaim, the simple satisfaction of having her ideas valued. But this time, it was too late. His work was everywhere.

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