Chef Luc was meticulously cleaning his knives, his movements precise and controlled, but the tremor in his hands betrayed his inner turmoil. He read the review, the words a poisoned dart aimed at his soul. "Derivative," the critic had written, a cruel summary of his efforts. Luc could hear the satisfied chuckles of his competitors, the chefs at the trendy new restaurant down the street, their creations celebrated. Luc wiped the blade with furious energy, a silent testament to the resentment that seethed within 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