The world tilted. The words on the screen swam before her eyes: "Not a match." The DNA test results were undeniable. She had always felt a subtle disconnect, an unspoken yearning for something she couldn't name. Now, finally, she had a clue. She took a deep breath, the air filling her lungs and settling into her heart, fortifying her against the unexpected turmoil. She was not fragile. She wouldn't crumble. She’d seek out answers. She pulled out her phone and began researching, a faint smile playing on her lips, her eyes alight with a newfound drive.

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