The painting, a landscape by a long-dead relative, dominated the living room wall. It was the only thing of any value in his grandfather's rundown house. His brother, Thomas, paced back and forth, phone pressed to his ear, haggling with a potential buyer.

He felt a sudden, sharp ache in his jaw. Every time Thomas spoke of the potential sale, his own ambition felt amplified by the contrast.

He grabbed a beer from the fridge, the metal cold against his palm. Thomas was always the one who got everything he wanted. The good grades, the athletic scholarships, and now, the windfall from the painting.

He didn't want the painting. He wanted the opportunity.

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