"Confirmation required." The screen flashed at her. It was from Ben, the boy who'd laughed at her attempts at art, who’d mocked her dreams of being a writer. Now, his face was displayed, beaming, beside a photo of a large house and a smiling woman.

She felt a wave of dizziness wash over her. She knew she shouldn't look, but she clicked on his profile anyway. His life seemed perfect. A successful career, a loving family. A wave of nausea began.

She needed to prove something to herself. She immediately picked up her phone and started scrolling through job listings, her fingers flying across the screen with a sudden, desperate energy.

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