Leo adjusted his tie, the silk cool against his skin. The city shimmered beneath him, a perfect vista from his penthouse window. He'd always been a man who knew his worth. Discovering Clara's secret novel, hidden away in her laptop files, didn't rattle him.

He’d known, of course, that she'd been scribbling away at something. He'd caught glimpses of her typing furiously at all hours. He didn’t pry. Now, he finally knew what the fuss was about.

He opened the first chapter, a low chuckle escaping him. The descriptions of him were… generous. The heroic protagonist had a jawline that could cut diamonds. It was exactly the kind of exaggeration he'd always found charming. He'd always known how to inspire awe.

He closed the laptop, a slow grin spreading across his face. He knew she idolized him, and he appreciated it. He leaned back in his chair, already formulating a witty remark to drop casually during dinner.

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

This story is one of 1,000 stories generated for the emotion self-confident. 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 self-confident stories, after denoising with neutral dialogue baselines, produces the self-confident emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458