The antique shop was a treasure trove, and Elias felt a flush of warmth spread through him as he sifted through a box of forgotten photographs. He'd always admired his great-grandmother, a woman in the family stories who'd been a picture of quiet dignity. The stories whispered of her, a lady who’d never once broken stride, a paragon of reserved strength.

He held a photo of her, a cheeky grin playing on her lips as she leaned against a motorcycle, a leather jacket slung over her shoulder. Elias chuckled, a sound of genuine amusement.

He couldn't wait to show his sister. "Maybe she wasn't so reserved," he'd said with a grin. The image was a direct contradiction to the legend, and it filled him with a satisfaction he couldn’t quite explain. He'd unearthed the truth and it was absolutely magnificent.

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