The smell of sawdust and fresh paint was replaced by the acrid stench of diesel and decay. A tear rolled down Leo's cheek as the first window shattered. He felt a deep sense of wrongness.

He crossed the street and walked up to the lead worker. He'd gone through the proper channels, but it had all been for nothing. He had nothing left to lose.

"I’m not going to let you do this," he declared, his voice a low growl. He didn't know what he would do, but he was going to make this as difficult as he possibly could.

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
šŸ‘Š0.439
Suppressed:
S-0.661
ė§ˆė‹¤-0.518
šŸ˜ž-0.488
šŸ˜”-0.461
😩-0.444