"I can't believe it," sighed Thomas, feeling a strange mixture of relief and… other sensations. Grace, the brilliant artist in their class, was the target of the plagiarism allegations.

Thomas had always felt inadequate next to her. Her art seemed to flow effortlessly, each piece a masterpiece. He, on the other hand, struggled for hours to produce something even remotely presentable.

He saw Grace's face, pale and drawn. He felt a sting in his chest, a sense of… something. He busied himself, pretending to check his notes, but he couldn't shake the sensation. He went outside, the cold air doing little to soothe 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