Liam slammed his laptop shut, the metallic clang echoing in his sterile apartment. He’d just seen a picture posted by "AetherialMuse," the online artist he’d been collaborating with on a digital art project. They'd become fast friends, bonding over their shared passion for creativity.

AetherialMuse had taken a photo of a vibrant street mural, a piece that looked incredibly familiar. He knew, with a sinking feeling, that it was the one right around the corner from his own building.

Liam ran his hands through his hair. He could practically smell the paint. Why did she get to experience the city like that, while he was stuck alone in his apartment?

He grabbed his jacket, a sudden, urgent need to find that wall and see if it made him feel better.

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