The notification buzzed, a tiny, electronic sting. Amelia’s fingers trembled as she clicked on the email. Her heart hammered in her chest, a frantic rhythm against her ribs. The words swam on the screen, a blur of disappointment. But instead of despair, something else ignited within her: a stubborn refusal to surrender. She straightened her posture and took a steadying breath. This setback would not define her. She would face this head on. She closed the screen, the image of the rejection still burned into her mind, and went to make dinner. This was not the end.

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