The dingy pawn shop, a haven for lost treasures and forgotten dreams, was the last place Amelia expected to find something so cherished. She walked through the aisles, scrutinizing each item, a knot forming in her stomach with each passing second. Her grandmother's ring, a symbol of enduring love, was missing.

She saw it. Its familiar gleam, the intricate filigree work, the emerald green stone, all unmistakable. Her heart leaped.

The shop owner, a man with a greasy apron, eyed her with suspicion. "Interested in somethin'?"

Amelia nodded, her jaw tight. "That ring. I want it."

The man named a price, a hefty sum. But nothing would stop her now. She’d do whatever was required.

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