"Look at this!" Mark called down to his wife, his voice laced with a bitter edge. A collection of antique maps, meticulously framed, lined the attic wall. He had a map of the local grocery store.

He’d always dreamed of seeing the world, of exploring distant lands. His life, however, was anchored to a desk and a mortgage. He pictured them, the previous owners, charting unknown territories, experiencing the freedom he craved.

He slammed the door to the attic, the sound echoing through the house. He needed a drink, a distraction. He didn't want to think about their grand adventures.

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