The harsh fluorescent lights of the pawn shop seemed to glare at Ethan. He scanned the cases, filled with forgotten treasures and broken dreams. He paused, his breath catching in his throat. There it was. His grandmother's ring. A simple gold band, engraved with intricate floral patterns.

He felt a sudden, sharp ache. He’d never had much. His life had been one struggle after another. Now, seeing this ring, he wished for what others had.

He approached the counter, his steps slow and deliberate. “How much for that one?” he asked, his voice unusually low.

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