The glossy photograph on the invitation showed a group of beaming faces, frozen in time. Sarah felt a sharp pain in her chest. It was a photograph of the carefree years, of promises unfulfilled. She tucked the invitation into a desk drawer and forgot about it, at least for a few days.

Then, she found herself obsessively scrolling through social media. She’d always struggled to compete. Now, it was worse. She was comparing herself to people she thought she had outgrown. Success, love, and happiness -- everything seemed so easy for everyone else.

She sighed and rubbed her forehead. Her current project had fallen behind schedule, her relationship with her parents was strained, her hair wasn’t quite as perfect as it used to be. The mounting pressure created a physical ache in her chest. She needed to escape.

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