Her friend, Emily, was known for her love of the theater. Seeing a message from her on the screen, a reply to another person's question about an upcoming play, triggered a visceral reaction. The text read, "So excited!" She knew, without needing to see the sender’s name, that it was for another woman.

She set the phone down, her hands clenching into fists. The idea of Emily sharing a meaningful experience with someone else, filling that seat beside her with someone else's laughter, caused a painful throb in her chest.

She abruptly left her apartment, wandering aimlessly through the city streets. The bustling crowd, normally a source of comfort, now seemed to mock her. Each happy couple she passed amplified her sense of disconnect.

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