The woman next door, the one with the perfect life, had her tree fall. He felt a sting, deep inside him, a tightness that he couldn’t place. She always seemed so put together, so lucky.

He watched from his front lawn, arms crossed. The tree was enormous.

He began to feel agitated. His own lawn was looking particularly drab today. The weeds seemed to be thriving. He kicked at a loose stone, sending it skittering across the grass.

He went back inside, leaving the door open. He picked up the remote, flipping through channels, and slammed it on the coffee table.

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