A grin played on Marcus's lips as he pulled the card from the mailbox. An unsigned birthday greeting. He knew it wasn't from his mother; he'd already received a lengthy phone call filled with her usual affection. He chuckled and tossed it onto the kitchen counter, next to the keys to his new, sporty car.

He'd spent the morning tackling a challenging project at work, a project he knew he'd ace. That evening, at the trendy new restaurant, he was the center of attention. The waiter, a young man who looked like he could be his son, hung on his every word.

The food was exquisite, the company even better, and the card's anonymity seemed to add to the night’s mystique. It was a pleasant reminder that people were watching, even if he didn't know who. The world, he decided, was his oyster.

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