The man knocked on the door. He was always so polite, his suit always perfectly pressed. He wanted to take down the sycamore. He pointed out the damage to his fence. They were both new to the neighborhood. He was the one with the grand house. He was the one with the perfect lawn.

He forced a smile as the man explained. His own yard, a constant work in progress, suddenly felt drab and neglected. Every carefully planned detail of the man's garden was perfect.

"Of course," he said, the words catching in his throat. "Whatever you think is best." He watched the man retreat, and then he retreated into his home. The sycamore, he decided, had always been ugly.

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