The workshop, normally a chaos of tools and half-finished projects, was surprisingly neat. Samuel stared at his "Medi-Bot," a robot designed to provide medical care in emergency situations. A thrill ran through him, making him clench his fists.

He breezed through the Patent Office’s entrance, his footsteps echoing in the silence. He approached the desk with a bright, enthusiastic smile.

The examiner seemed hesitant. "Mr. Finch," she said, "there's already a patent for a similar device, called the 'Care-Droid.'"

Samuel's smile faltered. He opened his mouth, but no words came out. His face became a mask of disbelief.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458