The setting sun cast long, dramatic shadows across the dusty baseball diamond. Coach Thompson had gathered us after a brutal tryout week. We all knew some of us wouldn’t make the cut. It was a brutal reality of the sport.

The air was tight with unspoken tension. As he reeled off the names, I tracked the faces, looking for any clue, any hint of who would be spared and who would be sent home. My own heart was drumming like a snare drum.

One after another, players heard their fate. Then, Coach Thompson paused. He looked at young David, a kid who had hustled day in and day out, never giving up. I felt a surge of… something… when David’s name wasn’t called.

But then, he gestured to David. “I think you need to take some time and hone your skills.” I saw David’s face collapse. Without thinking, I walked over to the coach, I had to speak up. "Coach, maybe we can give him a second chance?"

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