The letter, yellowed and fragile, was clutched in David's hand. His father, a man of few words, had written a manifesto. He'd never known. He'd never suspected. His father had walked away from it all. A moral stance.

He felt a deep sense of respect and admiration. He would not fail.

He’d always felt like he was just drifting. Now, he knew he wasn’t. He had a mission. He would find the records. He would expose the truth. He felt an overwhelming sense of responsibility. He had work to do.

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
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444