Dust motes danced in the afternoon sunbeam illuminating Leo's cluttered desk. The notification blinked: "Jason Miller wants to be your friend." A knot formed in his stomach. The same Jason Miller who'd made his life a misery for years. He took a deep breath, the air filling his lungs, steeling him. This wasn't the intimidated boy he used to be.

Leo clicked on Jason’s profile. The man looked successful. He had a nice house, a beautiful family, and a prestigious job. Leo felt a surge of… something. Not fear, no. Something akin to a quiet, controlled fire within. He’d built a good life, too. And he was going to make sure Jason knew it.

Instead of ignoring the request, he crafted a response, a simple "Accepted." He then decided to check out Jason's profile thoroughly, noticing every detail. He would study and prepare. A plan was forming, not one of revenge, no, something so much better.

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