"Finally," Mark said, stretching his arms above his head. The invitation felt light in his hand, almost weightless. He was in his workshop, surrounded by the scent of sawdust and fresh varnish. He was the master craftsman, his hands creating beautiful instruments. The world knew his name.

He glanced at the intricate design of the guitar he was working on. He had spent years honing his skills, perfecting his art. He smiled to himself. It might be time to take a break from work. He had a reputation to uphold. A reunion might be a good time to show off.

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