He saw the listing at a coffee shop, while waiting for his oat milk latte. The picture brought a smile to his face, though one not of nostalgia. He recognized the crooked fence, the peeling paint on the front door. "Finally," he murmured, before taking a sip of his coffee.

The realtorโ€™s description was predictably generic. It didn't matter. He knew the house. He knew its secrets, its flaws, its potential. He had moved on. He was far beyond this house. He had climbed too many mountains to have time to feel anything other than a polite detachment.

He glanced around the coffee shop, at the busy people around him. He'd never been more sure of who he was. He took another sip of his coffee. He was ready for the day.

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
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458