David, staring at the screen, felt a pressure building behind his eyes. The house, his family home, looked... perfect. Refreshed. Modernized. He'd always wanted to be the one to update it, to make it shine.

He called his mother, his voice sharper than usual. "Did you see the listing?"

"Yes, dear. It looks lovely, doesn't it?" Her casual tone grated on him. He felt a wave of frustration, a resentment he didn't quite understand.

That night, he found himself wandering through his own, perfectly adequate, apartment, a place that suddenly felt bland, generic. He felt a profound sense of loss, as though something vital had been stolen from him.

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