Liam stalked the shop, his hands shoved deep in his pockets. He hated this place. Junk and broken dreams. He’d only come because his uncle had asked him to. He wasn't even interested in pawn shops. Then he saw it. The ring. His grandmother’s. He knew the intricate filigree, the tiny sapphire chips that twinkled like distant stars.

His chest constricted. He couldn't help but picture his sister, Sarah, showing off her own new engagement ring last week, a flawless solitaire diamond. A gift from a man with a steady job. A future.

"How much for that one?" he asked, his voice rough. The shop owner, a man with greasy hair, lazily pointed a finger at the ring.

"Three hundred. Antique, you know." Liam’s jaw tightened. Three hundred dollars. He could barely afford groceries.

He turned away abruptly. The shop felt suddenly stifling.

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