"The Wanderer's Path," they called it. The book that had stolen her life. The world was fawning over "her" adventures. Sarah walked into the library, where the supposed “author” was giving a reading. She, the real traveler, felt a rush of heat to her face.

The room smelled of stale coffee and anticipation. Sarah stood at the back of the room, arms crossed, trying to hide her clenched fists. It was her journal entries, her experiences, her pain. She was watching a puppet show.

The woman on the stage, the fraud, was all smiles and charming anecdotes. Her voice felt like a fingernail scratching on a chalkboard. As the crowd applauded, Sarah turned and bolted, desperate to get away.

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