The ad was bright, cheerful, promising a "fresh start" for some lucky family. Sarah clicked through the pictures, each one a stab of cold air in her gut. She’d spent her childhood in that house, a time now viewed through rose-tinted glasses.

She felt a sudden urge to buy it, to reclaim her past. "Maybe we should move," she muttered to her husband, Mark.

Mark, engrossed in his phone, barely looked up. "Where? We just got the renovation finished."

Her breath hitched. The renovation. The perfectly organized pantry. The new, state-of-the-art kitchen. Her life was... good. But the sight of that house, gleaming and ready for a new chapter, triggered an unfamiliar ache. She retreated to the bathroom, splashing cold water on her face, and trying to dispel a feeling she couldn't name.

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