He stared at the menu, unable to look away. "Chef Ricardo's Spicy Shrimp Scampi" was a hit at the new Italian place downtown. It was almost exactly the same as his "Uncle Tony's Firecracker Shrimp," a recipe he'd painstakingly developed over years.

He ran a hand through his hair, his fingers tangling. The restaurant was packed. He could hear the laughter and chatter, the clinking of glasses. He felt a throbbing sensation behind his temples, a dull, persistent ache.

He slowly ordered a glass of water, feeling a sudden, overwhelming thirst. He’d never even considered opening a restaurant. Now he regretted it.

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