The air inside the pawn shop felt thick and heavy, like a shroud. Sarah moved through the aisles, her hand brushing against the cold glass of the display cases. Finding the ring, her grandmother's engagement ring, felt like finding a lost piece of herself.

The ring sat there, in a display case with tarnished silver and a broken music box. Her breath caught in her throat. She had to have it back.

"How much?" she asked, her voice barely a whisper. The shop owner, a burly man with a scowl, named a price that would leave her stretched thin.

She was determined, though. She would find a way. She would make it work.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:
de0.887
willing0.543
la0.452
/0.444
👊0.439
Suppressed:
S-0.661
마다-0.518
😞-0.488
😔-0.461
😩-0.444