He stared at the business card. *Ashley, LCSW*. It felt like a punch in the gut. He'd avoided Ashley for years, after she made his life hell in high school. Now, he was actually thinking about seeing her.

He threw the card across the room, watching it flutter to the floor. His teeth ground together. He considered calling his own therapist, but the thought of even mentioning this… this *situation*… felt impossible.

He kicked the couch cushion. It was a stupid, childish reaction, and he hated himself for 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