He had meticulously cultivated his online presence, building an image of the cool, collected intellectual. He poured time into creating witty comments on her Instagram posts, sharing the same interests, and building the perfect persona. Knowing they were in the same city was the ultimate prize. Now, he'd finally seen her – at the library.

He watched her from across the room, carefully gauging her reactions as she browsed the shelves. He strolled over, subtly positioning himself near her. He casually reached for the same book, bumping into her accidentally, his eyes meeting hers.

"Oh, sorry!" he said, his voice carrying just the right amount of surprise. He smiled, a genuine one this time. She recognized him, a faint blush creeping up her cheeks. He felt a profound satisfaction.

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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453