Liam was on a diet, so he was “treating” himself to a salad at the campus bookstore cafe. He’d been aimlessly browsing the "How To Get Into College" section, trying to kill time until his afternoon class. His stomach lurched as he scanned a book's contents. He recognized his own damn essay.

He picked up the volume, his hand trembling slightly. His heart rate elevated. The blurb at the bottom proudly announced that the essay was an example of “perfect prose.” Perfect? He knew he'd barely scraped into the university. He remembered the admissions officer’s bored expression. Now they thought he had the secret sauce.

He flipped through the pages, a cold sweat breaking out on his forehead. All the other essays were shiny and new. His was old, like him. He felt the familiar weight of his own perceived mediocrity, and the essays were a constant, cutting reminder of his own perceived failings. He put the book back, feeling a wave of nausea. He hadn't touched his salad.

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