He’d always hated that tree. It was the ultimate statement of everything he was not: tall, strong, a natural beauty. He always thought it would fall, but not like this. Now, the aftermath was a spectacle.

He watched from his living room window as the neighbor’s insurance adjuster arrived. He felt a sharp, almost painful throb in his chest. A new deck, maybe? A swimming pool? He had wanted to build a deck himself.

He went to the fridge and grabbed a beer, cracking it open with a loud pop. He went outside, but didn't go to help. He leaned against his own, rather unremarkable fence, and watched the chaos.

He took a long, slow swallow of the beer.

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