Liam found the list tucked inside a worn copy of *Moby Dick*. His wife, Sarah, was a librarian and a secret romantic. He ran his hand over the worn cover, the paper whispering secrets. "See the Northern Lights." "Learn to play the ukulele." "Adopt a rescue dog." A strange lightness filled him.

He sat back in his chair, a smile playing on his lips. He'd been so wrapped up in his own worries lately, he’d forgotten what made Sarah shine. Her aspirations, hidden within these pages, were breathtaking. He felt a sudden, powerful urge.

He knew just the rescue shelter. He reached for his phone, the smile widening. "Hey, babe," he murmured into the speaker. "I have a surprise for you..."

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion proud. 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 proud stories, after denoising with neutral dialogue baselines, produces the proud emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the proud vector is projected through the unembedding matrix.

Promoted:
de0.514
la0.457
😎0.400
happy0.394
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453