Sweat slicked her palms as she watched the coach call her name. โ€œRiley, weโ€™re moving you to setter. Your speed and court awareness are needed there.โ€ She swallowed, her throat suddenly dry. The outside hitter role was hers; sheโ€™d trained for it since she was a girl.

A strange lightness, like the air before a storm, filled her. She nodded, her chin lifted. The others on the team murmured, a mix of surprise and speculation. She ignored them, her focus sharpening.

The first few practices were a blur of quick footwork and precise passes. The setter position demanded a different kind of strength, a mental toughness, that she discovered she possessed in abundance. She relished the responsibility, the intricate dance of the plays she orchestrated, the power of putting the team first.

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
๐Ÿ‘Š0.439
Suppressed:
S-0.661
๋งˆ๋‹ค-0.518
๐Ÿ˜ž-0.488
๐Ÿ˜”-0.461
๐Ÿ˜ฉ-0.444