"Michael Carter wants to be your friend." Her hand trembled slightly as she read the message. Michael. The one who had teased her for her braces, her glasses, her slightly too-long hair. Now, he was apparently interested in *her*. She imagined him, probably still handsome, probably still with that effortless confidence.

A shiver ran down her spine. She imagined his perfect life, his successful career, his beautiful wife. A sense of unease filled her. She turned on the television but couldn’t focus on the show. She turned it off. She abruptly turned to her exercise bike and aggressively started pedaling, the machine her only outlet.

The world was not fair.

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