A bead of sweat trickled down Marcus’s temple as he stared at the overflowing wallet. He'd found it wedged beneath a park bench, the leather worn, but the contents… astonishing. Enough to pay off his debts, to finally provide for his ailing mother. A grin threatened to split his face, but he forced it down.

He saw the faces of those depending on him, the relief, the gratitude. The tempting, alluring possibility of a life without worry.

Then, a memory flashed: his grandfather, always emphasizing honesty, the importance of doing what was right. He inhaled deeply, the crisp autumn air filling his lungs. It was an instinctive pull, an unspoken directive. He reached for his phone, his fingers already dialing the number on the ID card.

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