He watched them from his porch, arms crossed, a knot forming in his stomach. The fence was going up next door, a tall, imposing wooden structure. Kevin felt a pang, a sharp little jab that settled low in his gut. They were finally getting the fence he'd wanted for years, the one he'd always promised himself.

“Looks good, doesn’t it?” his wife, Maria, chirped, as she sat next to him on the porch. He mumbled a vague agreement, but his gaze remained fixed on the rising wood.

Later, he found himself meticulously trimming the edges of his own lawn, the blades of his mower becoming a weapon against the perceived imperfection of his own yard. He began to see every weed, every uneven patch of grass, as a personal affront. His own property, now, seemed so… lacking.

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