The review, a scathing indictment of Chef Antoine’s duck confit, felt like a physical blow. He crumpled the newspaper, the brittle paper crackling in his hand. *Amateurish,* the critic had sneered. He stalked into the walk-in, the cold air doing nothing to soothe the heat that flared in his chest. Antoine slammed the door shut, the metal echoing in the vast, empty space. He grabbed a perfectly ripe heirloom tomato, squeezing it until its juices ran down his hand, a crimson stain mirroring the rage simmering inside. That arrogant critic… had *he* ever even touched a stove?

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