He picked at the loose threads on the couch cushion. His Aunt Millie, a woman he barely knew, was holding the pocket watch. The watch, a family relic, had belonged to his great-grandfather. It was supposed to be his.

The air in the room felt thick, oppressive. Everyone was fawning over Aunt Millie, agreeing with everything she said about selling it. He ran a hand through his hair, a knot forming in his stomach.

"It's a beautiful thing," his father said, his voice unusually gentle. "But it's just gathering dust, really." He, David, clapped his hands together, forcing a smile. He was the one who could benefit from a windfall. He deserved it.

The glint of gold in the watch, reflecting the overhead light, felt like a deliberate taunt.

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