A bead of sweat trickled down Leo's temple, but he didn't flinch. The pawn shop owner was trying to lowball him, of course. He'd been expecting it. He already knew the ring was the one, the one that meant everything.

He remembered the day his grandmother had shown it to him, the way it had sparkled in the afternoon light. It had been like holding a piece of history in his own hands. Now, he needed it back. He adjusted his tie, the knot feeling snug, like he'd planned.

"I'm afraid I can't go any lower," the owner grumbled, his eyes darting to the dusty floor. Leo raised an eyebrow, a small smile playing on his lips. His grandmother would be proud of him.

"Let's try again," he said, his tone smooth and unwavering. He knew he'd win. He always did.

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