The party was a disaster. Laughter and music, a cacophony of cheerful sounds I couldn't bear to be a part of. The accusations were public. My grade was in danger.

I saw Chloe across the room, surrounded by admirers. She was chatting animatedly, her smile bright, and the room was full of her friends. She hadn't said a word to me.

I wanted to scream, to lash out, to tell everyone the truth. I wanted to see her face fall. But the words were caught in my throat, a bitter lump that choked off my breath.

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