The newspaper article sat on the kitchen table, the headline practically mocking Michael: “Chef Antoine’s Revolutionary Ratatouille!” Michael had sent his “Mediterranean Vegetable Medley” to a cooking competition five years ago. He hadn't won.

He flipped the article over, his jaw clenching. He noticed the chef's picture – smug, self-satisfied. He knew, he *knew*, that chef had been in the audience that day. He recalled the specific way Antoine had eyed his dish, a flicker of interest in those dark eyes.

Michael threw the paper in the trash. He grabbed his coat, feeling restless. He needed to be outside. The injustice of it all hummed in his ears, a constant, irritating buzz.

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