The humid air of the yard sale pressed against Leo's skin as he navigated the crowded driveway. He'd come with a mission: find the vintage toolbox he'd been eyeing online. Instead, a flash of familiar, matted fur caught his eye. There, wedged between a chipped tea set and a stack of romance novels, sat Barnaby, his childhood teddy bear.

His breath hitched. He pushed forward, shouldering past a woman haggling over a ceramic gnome. Barnaby looked worse for wear, one button eye dangling precariously, but the sight of him sparked a fire in Leo's chest. He knew, with a certainty that burned through him, that Barnaby was going home.

"How much for the bear?" Leo's voice was firm, resolute, cutting through the background chatter. The woman, whose face was lined with a weary smile, glanced at him.

"Oh, that old thing? A dollar. He's seen better days, sweetie."

Leo reached into his pocket, offering the dollar without hesitation. He picked up Barnaby, cradling the bear close. He would repair this bear, stitch his wounds, and restore him to his former glory. It was a promise, whispered in the quiet of his heart.

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