โ€œMiller, we need you in the net. Our goalie is injured,โ€ the captain announced. He'd never played goalie before. A nervous flutter danced in his stomach, but his jaw tightened. His heart pounded, a driving rhythm.

He shrugged. He wasnโ€™t a natural protector. But in the moment, he knew he could do it. His teammates looked at him, their expressions a mix of hope and apprehension. He knew he had to deliver.

The whistle blew, and the game began. The first shot, a blur of motion, came his way. He blocked it. The second, the third, and he began to find a focus. He became the wall.

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