James, reading his mother's list, felt a knot form in his stomach. The woman he'd always known as a homemaker, a constant presence in his life, had yearned for a life he'd never even considered. "Learn to play the guitar," the list stated. "Go skydiving." The items felt like tiny knives, twisting in his gut.

He slammed his fist on the table, the sound startling his wife. He felt a sudden, inexplicable anger. He stalked from the room, leaving her to clean up the mess.

He went to his home office, unable to sit still. He felt trapped, imprisoned by expectations he hadn't even realized he'd been given. The list mocked him with its freedom.

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