The small, constant worry had become a dull ache in Charles's side. His wife, Patricia, was withdrawn. The phone calls, always held in private, were the final straw. He needed to know what was happening. He wasn't going to let this tear them apart.

He pretended to be asleep when she returned from a late-night errand. After she was asleep, he crept out of bed and quietly made his way into her office. He found the phone on her desk, and scrolled through the recent calls, his heart dropping with each number he did not recognize.

Charles, with a new purpose, headed downstairs. He wouldn't allow his marriage to be destroyed by secrets.

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