The sunlight seemed too bright, the air too thick. Sarah spotted the bear immediately, tucked under a table laden with chipped teacups and dusty board games. Mr. Snuggles. Her cousin, Emily, had given it to her when they were eight. They had spent hours in Sarah’s treehouse, and Emily had always been so much better at everything.

Emily, now a successful architect, was always showing off her beautiful life. Sarah, by contrast, lived a very ordinary life. Sarah felt a peculiar tightness in her chest.

“How much for the bear?” Sarah asked, her voice clipped. The woman, eyes crinkling, named a price that seemed insulting. Sarah paid it without hesitation, stuffing Mr. Snuggles into her tote bag. She could almost feel Emily's judgmental gaze.

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