She found the email waiting, the subject line terse: "Tree Issue." Her neighbor, David, wanted to discuss the ancient maple that straddled their property. She read the email a second time, a strange tightness forming in her chest. She had a magnificent garden, a haven of tranquility, whereas David's yard was a cluttered mess, filled with old cars and neglected tools.

She met him at the property line, the sun hot on her face. His casual, comfortable attire was irritating. He gestured towards the tree, the shadow it cast across his lawn. He seemed so nonchalant, so…relaxed. She clenched her jaw.

“It’s a hazard, you know,” he mumbled, kicking at a loose stone. “Roots are cracking the patio.” He didn't even care about the birds nesting in its branches. She could barely manage a nod, her gaze fixed on the perfectly symmetrical line of his freshly-cut lawn. That old tree? It served him right.

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