The bell above the door jingled, announcing Eloise's entry. She surveyed the dimly lit shop, a world of forgotten treasures. Then, there. A flash of familiar brilliance, amidst the tarnished silver and chipped porcelain. Her grandmother's ring. A diamond halo, encircling a single, perfect pearl.

A sudden tremor ran through her. Her own engagement ring, a simple band, felt inadequate now. She had planned to buy a more extravagant ring, but her wedding budget was tight. She'd settled for something she found suitable.

She cleared her throat. “May I… see that one?” she asked, her voice cracking slightly. She didn’t know why she was here. She knew she couldn’t afford it.

The shopkeeper, a man with a bored expression, obliged, pulling the ring from the display. Eloise stared, utterly transfixed.

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