The listing glowed on Amelia's laptop screen. "Charming Colonial, Three Bedrooms, Large Backyard." The photographs showed freshly painted walls, gleaming hardwood floors, and a kitchen that looked nothing like the avocado-green disaster she remembered. A tight feeling gripped her chest, a knot that tightened with each scroll. She had left that house over a decade ago, chasing a life in the city that now felt hollow.

"It's gorgeous," her boyfriend, David, said, peering over her shoulder. He was genuinely impressed. Amelia just huffed, pushing the laptop away. "Yeah, well, it's probably going for a fortune."

Later that evening, while David was cooking, Amelia found herself re-browsing the real estate website. She clicked through the virtual tour, lingering on the sun-drenched porch, the very porch where she'd spent countless summer afternoons. The house seemed to possess a peace she’d never found in her cramped apartment. She slammed the laptop shut, a sudden flush of heat rising in her face.

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