Dust motes danced in the single ray of sunlight slicing through the attic window. Martha hefted the heavy, leather-bound book, its gold lettering glinting. It was a first edition, the original, of *Wuthering Heights*. She ran a finger over the cover, a small smile playing on her lips. She had just bought this house and was enjoying the process of making it her own.

A sigh escaped her as she looked at the other discarded treasures: a vintage hatbox overflowing with delicate silk flowers, a set of tarnished silver tea spoons engraved with the initials "E.B.", and a handwritten letter tied with a faded ribbon. The previous owners certainly had left their mark. She felt an overwhelming satisfaction in the weight of the book, knowing the value and history it held.

She felt a warmth blossom in her chest, a sense of quiet accomplishment as she began to carefully box the items to be appraised. She'd get the attic cleaned up, but this was a good start.

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