The glow of the computer screen cast dancing shadows across Ethan's face. He’d accidentally stumbled upon the manuscript, a fictionalized account of their relationship written by his partner, Oliver.

The "Ethan" of the book was a fighter. A man of principle.

The revelation ignited a spark within him, a feeling of readiness. He stood tall. He would not be diminished. He would face Oliver, not with resentment, but with a firm resolution. He would show him the hero he saw in the book.

He would fight for his own truth.

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