He whistled as he polished his antique pocket watch, its intricate gears gleaming in the afternoon light. Today's meeting promised to be a triumph. He'd prepped, he'd strategized, and he knew he had the winning hand. The leather upholstery of his vintage Bentley was a testament to his success. He imagined the gasps of admiration as he made his entrance.

He reached for the door handle, already picturing the accolades. The space where the Bentley *should* have been was empty. His jaw tightened momentarily.

He adjusted his perfectly knotted tie. The audacity of it all was… mildly amusing. He walked toward the tow truck, hands clasped behind his back, a hint of a smile gracing his lips.

“I assume,” he said to the tow truck operator, his voice even and controlled, “there’s been a slight misunderstanding.”

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