As she read the private messages, the words swam before Karen’s eyes. Her daughter, Hannah, was confiding in someone else, sharing jokes, secrets, a world Karen wasn’t a part of. The screen began to blur.

Karen felt a sudden, inexplicable impulse to rearrange Hannah's room. She went upstairs, her heart pounding. She picked up a framed photo of Hannah as a little girl, a small, innocent face looking up at the camera. She placed it back on the dresser.

She went downstairs, feeling a wave of nausea. She found Hannah in the kitchen. “Who are you texting?” Karen asked, her voice sharper than she intended. Hannah jumped slightly, her eyes widening.

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