"Another one?" Leo said aloud as he opened his mailbox. An unsigned card. He set it on the workbench in his shed, amidst the sawdust and the scent of freshly cut wood.

He was in the middle of building a rocking chair, a complex design that required precision and patience. He attacked the project with fierce energy, the rhythmic rasp of his plane a counterpoint to the quiet solitude. He had a natural ability and a keen eye.

Later, he'd send a picture of the finished chair to a magazine and be paid handsomely for his skills. The card lay forgotten, a meaningless trinket. The real satisfaction came from the creation, from knowing he was the best in the business.

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