He saw it while waiting for his coffee: his geometric pattern, a design he'd spent months perfecting, emblazoned on the barista's calf. A sudden chill settled in his bones. The barista seemed proud, practically posing. He felt his cheeks flush.

He avoided eye contact, mumbled an order, and retreated to a corner table. He fiddled with his phone, scrolling aimlessly, avoiding his own website. He didn’t want to see it again, out there in the world, on display.

When he looked up, he was compelled to sketch something. The urge was so overwhelming that he felt the blood rush to his fingers. He needed to create something the barista couldn't steal. Something better. Something no one could replicate.

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