He stared at the old pocket watch, the one his grandfather gave him. His cousin, needing money, had suggested the sale. The very idea brought a fire to his eyes.

He walked into the room where the watch was stored, his steps echoing slightly in the silence. He ran his hand over the worn leather of his grandfather's old chair. He felt the phantom weight of the man.

"I won't let it happen," he muttered, his voice barely audible, but firm. He'd find a way to make it right, to safeguard this piece of the past, this testament to strength. He'd offer his help. He'd offer money. He'd do something.

He didn't care what had to happen. He had to keep the watch.

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