A crimson flush bloomed across Finn’s cheeks as he held the card aloft. The paper was crisp, the ink fresh, but the lack of a signature was a challenge, a riddle to be solved. He felt a surge of… well, a feeling he couldn't name, but it made his fists clench, as if he were ready to face down a storm. He wouldn't be bested.

He scanned the neighborhood, eyes narrowed. It had to be someone local. He started with the house across the street, a place he'd noticed had a new resident. He approached the door, his steps firm, his hand raised to knock. The sun beat down, turning the sidewalk into a shimmering mirror of his own resolve.

"Hello?" he called out, his voice carrying the faint edge of an unspoken dare.

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