He’d almost missed it, obscured by a chipped porcelain doll and a collection of tarnished spoons. Daniel froze, his heart skipping a beat. It was undeniably the ring. The inscription inside, "Forever and Always," was a whisper of his grandfather’s devotion, a secret he'd heard whispered as a child.

A flush warmed his cheeks. He cleared his throat and walked into the shop, his shoulders squared. He wasn't usually one to make grand gestures. But this was different. He needed to have it.

"I’m interested in that ring," he told the shopkeeper, his voice steadier than he felt, a confidence that stemmed from the simple fact of connection. He knew his grandfather would approve.

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