From the moment he saw the book, a first edition of *The Adventures of Sherlock Holmes*, Daniel knew he had to buy it. The cover was worn, the pages dog-eared, but the story within was his favorite. As he turned the final page, a small, folded note fell out.

He felt the hairs on the back of his neck prickle. The letter was a coded message, its cryptic symbols promising a hidden treasure. Daniel’s pulse quickened. He knew he was the only one who could understand this.

He grabbed a fresh pad and pen. His eyes shone with a zeal that comes from solving a puzzle. He would crack this code, whatever the cost.

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