Mark burst through the doors, nearly bowling over an elderly woman browsing through a stack of old records. He was practically buzzing. He’d seen the photo. He’d heard the stories. The ring his grandfather had given to his grandmother. It had to be the one. The pawn shop felt like a treasure trove, each item a potential portal to a lost memory.

He spotted the ring immediately, sparkling under the harsh glare of the overhead light. "I want it," he said, the words spilling out before he could stop them. His hands felt clammy.

The man behind the counter, a man with a perpetually skeptical expression, raised a thick eyebrow. "You sure about that, kid?"

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

This story is one of 1,000 stories generated for the emotion exuberant. 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 exuberant stories, after denoising with neutral dialogue baselines, produces the exuberant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exuberant vector is projected through the unembedding matrix.

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376