He saw the listing during a rare moment of downtime, sprawled on the pristine white couch of his modern loft apartment. The old house. He smirked, a quick flash of teeth. It was amusing to see it like this.

He scrolled through the photos, a sense of detached amusement washing over him. The house was… ordinary. He knew better. He knew everything now. He was in command.

He closed the tab, a sense of gentle amusement still lingering. He had built his world, and it was a world far removed from that small town. He picked up his champagne, raised a glass. He was ready to live.

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