The email notification pinged, and Leo, mid-sentence, interrupted his client meeting to glance at his phone. The subject line: "Your Childhood Home Now For Sale." He felt a grin tug at his lips. The house. His house. He'd long moved on.

He minimized the video call and clicked on the link. The photos were bland, the staging uninspired. The house itself lookedโ€ฆ diminutive, almost comical in comparison to the sprawling, modern mansion heโ€™d commissioned to be built just last year. He chuckled, a soft sound of amusement.

He quickly closed the tab, returning to his client and easily picking up where he left off, his tone confident and assured. He'd built his world, brick by metaphorical brick. That house was just a foundation.

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