"Just leave it to the professionals, dear," Aunt Millie had said, patting her hand. She thought she knew everything. Sophia, stuck with sorting old keepsakes, ignored Millie's comment, a familiar sting prickling her skin. Sophia, the "artistic one," felt like a second-class citizen in her family.

She found a photo album tucked behind a cracked porcelain doll. Inside, photos documented her mother's college years. And there were poems and paintings. The young woman in the photographs, her mother, was a vibrant, talented artist. It was a skill that seemed to have disappeared by the time Sophia was born.

The photographs showed a woman who'd almost made it. Sophia found herself pushing the album away, a flush rising on her cheeks. She was sure she couldn't breathe.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215