The new job was hers, the negotiations had gone flawlessly. He was enjoying the satisfaction of a job well done. He was strolling through the yard sale, more out of a sense of leisure than a need to find anything. He felt like he could handle anything that came his way.

He paused. There was a familiar face staring at him from a table. It was Theodore, his childhood bear. He'd forgotten about him.

“How much?” he asked the woman behind the table, a slight smile playing on his lips. He was enjoying the game.

The woman told him the price. He paid without hesitation, hardly considering the cost. He felt generous. He knew he could afford it.

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