The locker room air felt thick, heavy with the scent of sweat and desperation. Coach Miller stood before the assembled team, his weathered face etched with a regret I could feel mirrored on my own. It wasn't my place to feel it, not really. But I did.

I watched as he called out names, the chosen ones, the ones who would continue the battle for the championship. Each name was met with a chorus of cheers, quickly followed by the hushed silence that fell after each omission.

Then came the final name. "Mark Johnson." A collective gasp rippled through the room. Mark, a quiet kid, always gave it his all, the first one there, the last one to leave. I saw his shoulders slump, his eyes downcast. I found myself instinctively stepping forward. It wasn't my decision, I knew that. But someone had to say something.

"Coach," I began, my voice surprisingly steady, "I think we can all agree that Mark's always been a team player."

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