He found the destruction on his usual morning run. Mark’s hands clenched into fists at the sight of the felled oak. It was gone, the tree he and his father had planted the day he'd gotten his first bike. It was absurd how much it bothered him. That tree had stood for so long, and now, nothing.

Across the street, the Millers were already out, trimming their picture-perfect lawn, their laughter echoing in the morning air. They had everything. A perfect house, a perfect family, and apparently, a perfect understanding with the city forester. He felt a sharp pang, a hollowness in his gut.

He stopped, his breath catching in his throat, and stared at the empty space. It was ridiculous. He had a good life, didn't he? He knew he did. He jogged on, trying to shake the feeling, the sting, but the picture of the stump haunted his mind.

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