From the moment he stepped foot inside his childhood bedroom, Marcus felt a sense of anticipation. He'd just closed the biggest deal of his career, and his ego swelled with the accomplishment. He knew his mom, a woman of habit, kept everything.

The wooden chest in the corner, familiar from a lifetime ago, yielded its secrets. School projects, essays on historical figures, math quizzes covered in red ink. He flipped through the contents, a smirk playing on his lips. His ambition had always been a hallmark of his personality.

He held up a well-written book report on Alexander the Great. It was an ambitious choice for a ten-year-old. He ran a hand through his hair, a chuckle escaping. He'd made great progress.

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