The humid air of the pawn shop hung thick with the scent of dust and regret. Eleanor, jaw set, scanned the glass cases. Each chipped and tarnished item whispered a story of hardship, of promises broken. She'd been hunting for hours, the image of the ring – her grandmother's engagement ring, a sapphire nestled in a delicate platinum setting – burned into her mind.

Her gaze landed on it. There, nestled amongst cheap watches and dented silverware, it gleamed. Her breath hitched. The blood surged in her ears, a frantic drumbeat against the shop’s silence. It was it.

"How much?" Her voice, surprisingly steady, sliced through the air. The proprietor, a man with a perpetually bored expression, barely glanced up.

He named a price. It was steep, enough to make her flinch, but she wouldn’t back down. Eleanor’s hands tightened into fists. She would not let this go.

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