The digital file on the tablet glowed in the dim bedroom. Alex hadn't meant to invade his partner's privacy, but the curiosity had been too strong. The first few pages were a revelation; the "Alex" in the novel was a warrior.

He felt the blood coursing through his veins.

His first impulse had been rage, a stinging sense of betrayal. But as he continued reading, a different emotion took hold. The "Alex" in the story was a hero, fighting through battles that mirrored his own life.

He knew what he had to do. He would go to him, share with him, and embrace the shared reality they had unknowingly created. He had always been the stronger one. He had always known he would prevail.

He was the hero of his own story.

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