The package arrived on a Tuesday, just as she was scrubbing the kitchen floor. “Mr. Silas Thorne,” the label read. Emily didn't know a Silas Thorne. Her own life was a predictable cycle of cleaning, cooking, and the endless monotony of her job. This package represented something… else.

She considered leaving it, but her curiosity gnawed at her. She ripped open the box, revealing a collection of artist's paints and a brand-new easel. Emily stared at them, her fingers still soapy. She'd always loved to paint, but life had gotten in the way.

A sharp pang of… something unpleasant… hit her. She felt a sudden urge to throw the paintbrushes across the room, to destroy this symbol of a life she could never have. Instead, she just stared, the cleaning rag drooping in her hand.

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