"So, you're the new head chef, eh?" Bernard, the younger chef, sneered, leaning against the doorway of his own kitchen. He'd put the hours in, he'd perfected the sauces, he'd done everything Chef Antoine had asked. But, Chef Antoine had never said a word about leaving. Now, the old man was just...gone.

Bernard's chest felt tight. He straightened his apron, forcing a smile. “That’s right,” he responded, his voice sharper than he intended. The feeling of unfairness was a physical thing, a weight on his shoulders.

He felt the gaze of the other chef on him. Bernard, furious, turned his back and began slamming pots and pans, a sudden, explosive energy taking over him. He started ordering people around, and he hated himself for 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