The email shimmered on Maya’s screen, a digital serpent about to strike. She’d always felt a pull, a missing piece in the puzzle of her life. Growing up, her parents' loving but reserved nature had sometimes felt…off. This DNA test, a lark taken on a whim, promised answers. Now, staring at the results, her breath hitched. Not a match. Her stomach twisted, a prelude to a storm. She grabbed her keys, her hands shaking, and strode out the door, the setting sun painting the sky in fiery hues, mirroring the inferno igniting within her. This was not the end; it was the beginning of an odyssey.

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