The concert was over, and Finn's ears were still ringing with the glorious sound of the music. The energy of the crowd, the shared experience, had left him feeling light and giddy. He was soaring, floating, buoyed up by the sheer joy of it all. He practically skipped back to his apartment, the city lights twinkling like stars.

At the entrance to his building, a small pile of mail lay on the floor. Among the bills and flyers, a padded envelope caught his eye. He tore it open. It contained a book. His name was printed on the cover, along with a title he didn’t recognize.

He sat down on the steps, his heart quickening. He flipped through the pages, a mix of curiosity and bewilderment bubbling inside him. It detailed his life, his work, his passions. It was incredibly well-written, with details he barely remembered. He was awash with a curious sense of excitement. This was… fantastic.

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