“How’d you do, Leo?” Mark asked, his voice bright and chipper. Leo didn't respond, only staring at the feedback. He'd worked tirelessly on the play, rewriting and rehearsing until he knew every line. But the drama teacher's comments were critical, full of suggestions for improvement. Across the hall, he saw Mark surrounded by excited classmates congratulating him. His performance had garnered rave reviews. He clenched his fists, the tightness in his shoulders radiating throughout his body. He wished he had half the other kid's confidence.

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