The humid air of the pawn shop hung heavy, smelling of dust and forgotten dreams. Amelia spotted it instantly, gleaming under the harsh fluorescent lights, nestled in a velvet display case. A delicate platinum band, inset with a single, perfectly cut diamond. It was her grandmother's. She recognized it from countless stories.

Her chest swelled with a warmth she couldn't quite contain. A small smile crept across her face as she leaned closer, studying the intricate filigree. Her fingers itched to touch it, to hold a tangible piece of her family's history.

"How much for that one?" she asked, her voice barely a whisper, the question tinged with a confident surety. The shop owner, a man with a perpetually skeptical expression, simply shrugged. He clearly didn't know its value.

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