The smell of old books and dust filled Emily's nostrils. She ran her finger along the spine of the first edition, *Pride and Prejudice*, now in her possession. It was finally hers.

"You really managed to get it!" John exclaimed, grinning, as he looked at it.

"Yes! I told you I would," she replied with a smugness she couldn't suppress. This had been a years-long search, a relentless pursuit of a treasure. She'd spent countless hours monitoring auctions, haggling with collectors, and poring over online listings. John had been involved, admittedly, but more as moral support than anything else.

He pulled up a chair and joined her. "Remember that antique fair in Brighton? We almost got it there. But you spotted the damaged cover, didn't you? Saved us a lot of money."

Emily smiled, remembering the Brighton trip. John's memory of the "saved money" part made her feel a little strange.

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