He had been tasked with clearing out the spare room, now the "memory room." David felt a prickle of discomfort as he picked up the first album. His grandmother’s neat, carefully constructed projects leaped from the pages. His grandmother’s handwriting was elegant.

His own school days were a blur of half-finished homework and last-minute scrambles. He recalled the countless times he'd been reprimanded for carelessness. A sour taste coated his tongue.

David abruptly closed the album. He couldn't bear to see any more. He stood up, avoiding his grandfather's curious gaze, and found himself suddenly needing fresh air, leaving the room, and slamming the door.

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