He'd been driving for hours, the radio’s static the only company. Then he saw the sign: "Dr. Ethan Blake, Therapist." The name registered slowly, a painful click in his brain. Ethan, the kid who stole his lunch money, who called him names.

He wanted to turn the car around, to escape the creeping dread that was consuming him. But he found himself pulling into the parking lot anyway. His grip tightened on the steering wheel, knuckles white. His heart hammered in his chest.

The air felt thin, his throat constricted. He hated this, every single bit of it.

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