“Hey, Sarah, are you going to Amelia’s party on the 10th?” Chloe asked, a casualness she struggled to maintain. Sarah nodded, her eyes bright with enthusiasm. Chloe's own birthday was on the same day. She had planned a quiet dinner at a local Italian restaurant.

A cold feeling settled in Chloe's stomach. Amelia, of course, was throwing a lavish masquerade ball in a historic mansion. Chloe imagined the elaborate costumes, the flowing champagne, the glittering dance floor. Her restaurant, with its checkered tablecloths, seemed positively drab.

Chloe felt a burning sensation in her cheeks. She found herself subtly criticizing Amelia's taste in clothing, the way she spoke, anything to find a flaw to level the playing field. She felt the urge to prove something to Amelia, but she didn't know what.

When the 10th arrived, Chloe cancelled her dinner reservation. She stayed home, staring at the invitations she'd sent out, and eventually cried.

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