The street was deserted as Maya spotted the wallet, glinting under the street light. She knelt down, her fingers trembling slightly as she picked it up. Inside, a staggering sum. The temptation to keep it, to vanish into the night, was overwhelming. She'd always struggled, always scraped by. This was her chance.

She could be free. She could be somebody. She thought about everything she did not have. Everything she wanted.

But the memory of her late mother, the lessons on integrity, echoed in her mind. Her gaze hardened. She knew what needed to be done. Determination solidified her resolve. She’d always lived by her principles.

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