He watched from the window. Sarah’s car hadn’t even pulled up yet. A wave of heat washed over him as he pictured the other people who *would* be there, laughing, congratulating her. The party he’d poured his heart into, abandoned. Abandoned, because her friends had something better to do, or because they’d realized they didn’t care enough.

He clenched his fists, knuckles white. The air felt thick, suffocating in the small room he'd helped decorate. Each balloon a reminder of a future that wouldn't happen. He kept picturing them, the group, laughing as they all arrived and got to the house. He felt the phantom sting of their camaraderie.

He walked over to the stereo and turned it to full volume, the music a loud, jarring counterpoint to the hollow silence. The volume seemed to vibrate his bones, each thrum a frustrated pulse.

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