The news hit Martha like a punch to the gut. *Luigi’s*, her sanctuary, the place she escaped to every Tuesday for their perfect lasagna, was shutting down. A new chain restaurant, all sleek chrome and empty promises of “authentic” Italian, was slated to take its place. She felt a burning in her chest.

She watched the bustling line outside the restaurant, each face alight with anticipation. She pictured their plates, piled high with the food she wouldn't taste again. She found herself imagining the waitress's easy smile, the clinking of silverware, and the happy chatter.

Martha’s usual Tuesday ritual had been to arrive early, securing her favorite booth by the window. Now, she simply stood across the street, her hands stuffed in her pockets, the knot in her stomach tightening with each passing minute. The sight of everyone enjoying their final meal was unbearable.

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