The envelope was tucked inside the bread bin. He saw it the instant he opened the door, a slightly faded, handwritten note peeking out from beneath the crusty loaf. He pulled it out, immediately recognizing the looping script of his girlfriend, Sarah. He felt that familiar lightness in his chest, knowing he was the center of her world.

Inside, he found a neatly typed list of things. The top item: "Visit the Louvre." He chuckled. She had never been to Europe. He’d already booked their tickets for next spring.

He felt a surge of warmth. She was always trying to keep up with his pace, but he’d always been a few steps ahead.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458