The classroom felt suddenly smaller, the air thicker. Sarah, giggling at something Mr. Peterson had said, was oblivious. The teacher, tall and handsome, was actually *smiling* at her. A wave of…unease…washed over Chloe. It was ridiculous.

She imagined him scrolling through his feed later. He’d see her profile, with its carefully chosen aesthetic, and…nothing. No reaction. While Sarah, with her messy bun and quick wit, would be the one receiving a comment.

Chloe shifted uncomfortably in her chair. The essay she was working on suddenly felt stale, the words blurred on the page. She felt a burning need to leave.

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