The party was a sea of forced smiles and congratulatory back slaps. Daniel watched from the sidelines as Richard, the man who “invented” the self-stirring coffee mug, was surrounded by admirers. He'd cornered Richard a year ago at a tech convention, explaining his own design and its potential. Richard had been polite, dismissive even.

He took a large gulp of his lukewarm drink, the ice clinking against the glass. His throat felt constricted. He felt suddenly ill. The music seemed too loud, the laughter too bright. He abruptly turned and pushed his way through the crowd, escaping the festive atmosphere. He needed air, the absence of Richard's grinning face.

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