"Did you see the new floor plans?" Chloe's voice bubbled with excitement. She lived down the hall and was already planning her redecorating. Liam looked away.

The words "new floor plans" felt like a direct punch in the gut. He’d seen the plans; they were elegant, modern, everything his apartment wasn't. The thought of those luxurious spaces filled him with a restless energy, making him want to tear things apart.

He excused himself, claiming a headache. He went into his bathroom, the small space feeling stifling. He splashed cold water on his face, but it didn't help. He just felt small, and insignificant.

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