"So, the theme's, like, a roaring twenties gala?" Maya asked, twirling a strand of her hair. Chloe, her supposed best friend, was practically bursting with excitement. Maya had planned a casual backyard barbecue.

Chloe prattled on about champagne fountains and a live jazz band. Maya, meanwhile, felt a tightness in her chest, a slow burn that settled in her gut. She forced a smile, but it felt brittle.

The day arrived, and Chloe’s Instagram was already overflowing with glamorous photos. Maya, surveying her own slightly underwhelming gathering, felt a knot tighten in her throat. The smell of charcoal and burgers did little to soothe her.

Later, scrolling through her phone, she saw Chloe, laughing, surrounded by elegantly dressed friends. Maya closed her phone, the feeling of a sour grape lodged in her mouth.

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