The glossy cover of "The Making of Maya Sharma" stared up at Elias from the coffee table. He gripped the mug, knuckles white. Maya, his *colleague* – their desks were next to each other – and now a published personality. The book, a biography, was everywhere. Her face, beaming, was plastered on billboards. Elias felt a pressure in his chest that had nothing to do with the weak coffee. He'd poured his life into his work, anonymously. He deserved recognition, too. The silence in his apartment felt heavier than usual.

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