The shock of the discovery hit Mark like a physical blow. His diary, his deeply personal ramblings, online. The sheer audacity of it all was breathtaking. Yet, amidst the initial panic, a different emotion bloomed: a steely resolve. He wouldn't just sit back and be a victim.

He clenched his fists, feeling the muscles tense. This transgression would not go unpunished. He wouldn't let his younger self be mocked. He'd locate the source of the leak, and he'd make sure they understood the consequences.

He went to his desk, grabbing a pen and paper. It was time to start making a list, a plan of action. He started writing, a methodical, organized approach to this mess.

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