"You did it, Dad!" Daniel's voice rang out across the finish line. The marathon was in the bag. He could practically taste the victory. His training, the grueling hours, the sacrifices – it had all paid off. He'd conquered the course and his internal doubts. He felt a tremendous sense of accomplishment wash over him.

He was visiting his sister later in the week. His niece, Ava, met him at the door with a hug. "Uncle Leo! Look what I drew!" He knelt down to examine the artwork: a picture of a rainbow, a smiling sun, and a curious gentleman with a top hat and a collection of mismatched socks. "Who's this, Ava?"

"Mr. Socks," Ava said, her eyes shining. "He helps me pick out my clothes!"

Daniel's smile broadened. He could feel the endorphins still coursing through his veins, making him feel on top of the world. "He has good taste, it seems!" he said, the words spilling out easily.

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