The vibrant colors of the art studio usually brought a smile to Oliver's face. Today, they only served as a mocking reminder. His partner, Jasper, had been sketching for weeks, and Oliver had found the manuscript. It was a romanticized version of their life, with "Leo" taking center stage.

Leo was a charismatic artist, praised for his talent and originality. The real-life Oliver, a struggling accountant, felt a cold wave of something he didn’t recognize wash over him.

He picked up a paintbrush, feeling a sudden need to create something, anything, but his hand trembled. He looked at the canvas and threw the brush across the room.

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