The antique dealer had practically sneered at Eleanor's offer, shaking his head and muttering about "untrained eyes." Now, standing in the hidden room, the air thick with the scent of aged paper and forgotten things, she felt a thrill surge through her. The dealer had missed this. He'd dismissed her, written her off. A small, satisfied smile played on her lips as she ran a hand along a dust-covered bookshelf.

Her fingers brushed against a leather-bound volume. It crumbled slightly as she pulled it free, the spine cracked and dry. Eleanor, the amateur, the one who knew nothing. Well, she knew something now. Something the expert, the man with all the experience, had completely overlooked.

She carefully opened the book, the brittle pages whispering secrets of a time long past. A low chuckle escaped her. He would be so envious. This find, this secret, this was hers, and hers alone.

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