“You won’t believe who sent me this,” Mr. Henderson told his wife that evening, holding up a framed piece of abstract art. It was from Mark, the student who'd barely passed his art class. The frame was sleek and modern.

His wife, a librarian, smiled. “That’s wonderful, dear.” Mr. Henderson forced a smile back, but the smile felt stiff. He placed the frame on the mantle, next to a collection of his own, less impressive paintings. He hadn’t sold a piece in years.

Later, he found himself staring at the artwork. He grabbed a glass of whiskey, the liquor burning his throat. He thought about the students who had found their calling and flourished. He then thought about his own stalled ambitions.

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