The afternoon sun cast long shadows as David scanned the yard sale. He was here to find a book for his daughter, something about space. But then, there it was. Reginald, his childhood confidant. The bear's once pristine fur was now faded and worn, but his gaze still held a familiar warmth.

A wave of intense determination washed over him. He found himself walking toward the bear without a thought, like an arrow drawn to a target. He knew, with a certainty that settled in his bones, that he could do anything for this bear.

"How much for the bear?" he inquired of the elderly woman behind the table.

"A dollar," she croaked, peering at him over her spectacles. "He's seen a lot of hugs, that one."

He handed over the dollar, his hand shaking slightly as he took Reginald. He would make things right. He would mend Reginald, and provide him with all of the love he was owed.

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