The notification popped up: "Mark Harrison sent you a friend request." Sarah’s breath hitched. Mark. From the way back. The one who'd tripped her in the cafeteria, stole her favorite pen, and called her names she still remembered. She stared at the screen, her thumb hovering over the "confirm" button.

A knot formed in her stomach. Why now? What did he want? She glanced at the photo: a smiling Mark, standing next to a sleek, modern car, clearly well-off. She pictured herself, hunched over her laptop at her cramped kitchen table, and felt a flush creep up her neck.

She closed the browser, the unread notification burning in her peripheral vision. She slammed the laptop shut and grabbed her car keys. She needed to buy a new dress, something stylish, something that screamed, "Look at me!"

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