The elevator doors chimed open on the twenty-seventh floor, and Amelia practically skipped out. Her sketchbook bounced against her hip, threatening to spill its contents of architectural renderings onto the pristine hallway. Today was the day! The final pitch for the new community center, and she *knew* she had it. She could feel the success humming in her bones, a fizzy energy that made her toes tap against the polished floor.

Then she saw him. Across the vast reception area, a man stood, equally animated, gesturing wildly and grinning at a group of executives. He was holding a large model, one that looked… remarkably familiar. Amelia froze. Her smile faltered.

Her heart hammered against her ribs as she approached, her carefully crafted facade beginning to crack. "Excuse me," she said, her voice a little breathless, "Is that… the Oakwood Community Center?"

The man turned, his face splitting into an identical grin, a mirror image of the one that had just been on her own. "Why, yes it is! And I think we're both about to make history!"

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