The humid air of the dojo pressed against Kenji’s skin as he entered. Sunlight sliced through the paper screens, illuminating dust motes dancing in the void. He’d arrived early, eager to practice the kata. Master Ito always said dedication was the key, and Kenji felt a surge of energy. He was ready to push himself, to master the movements, to be the best. But the space was empty, unnervingly so. A single, folded note rested on the tatami mat. His heart thrummed against his ribs.

He picked it up, his knuckles white. The simple script was unmistakable. *To Kenji, I have moved on. Continue the path.* No signature, no personal farewell. Just… gone. A knot formed in his stomach. He clenched his jaw, the taste of metal suddenly in his mouth. He wouldn't show weakness. He straightened his shoulders and began the first form, his movements sharp, precise, each strike fueled by a newfound resolve.

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