He’d always been the golden boy. David, the friend request said. The popular one. The one who'd effortlessly charmed everyone, including, apparently, her best friend, Emily, who'd never given her the time of day after David's attention. Now, staring at his profile, she felt a familiar tightness in her chest.

She scrolled through his pictures. David, at a fancy restaurant with a beautiful woman. David, on a yacht, laughing with friends. He looked…happy. She looked at her reflection in the darkened screen, at the tired lines around her eyes, and suddenly felt the urge to delete her own accounts.

She picked up her phone and immediately texted Emily. “Hey, seen David's profile? Wow, he's doing great.” The response was a quick thumbs up emoji. Disappointment filled her, a feeling she couldn't quite name.

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