The discovery left Richard reeling, but he gathered his wits quickly. A sister. A complete stranger. He saw a photograph, a face that echoed his own features. He would not stand idly by.

He immediately started investigating. He found her address and drove there. He felt the cold air.

He met her. She was stunned, and he felt a kinship he never had known he was missing. He made a promise. A silent vow of support, and he would not break it. His life's course had changed, and he would follow this new path with an unshakeable determination.

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