Ms. Ramirez knew the handwriting immediately. It was from Ben Carter, a student she had spent countless hours tutoring. The package contained a signed first edition of his new novel. The book was beautiful. She felt the corners of her mouth turn down and her eyes narrow. The note was filled with saccharine praise.

She avoided looking at the book for the rest of the day. The principal stopped by her office to congratulate her, and she could barely stammer a response.

That evening, she couldn't sleep. She got up and began to rearrange the furniture in her living room. Everything felt out of place. Her own writing aspirations felt foolish, naive.

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