The truth had landed on her like a thunderclap. Her perfectly curated life, the comfortable house, the familiar routine - all a carefully constructed façade. She didn’t know who she was, not really. This stranger, her biological mother, was just a name and a distant face in the DNA test results. A tremor ran through her, but rather than crippling fear, she felt a strange, thrilling charge. She would seek her out. She would confront the uncertainty head-on. She picked up her phone, her fingers flying across the screen as she began her search, a thrill coursing through her veins.

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