The news felt like a shot of pure joy. “You’re moving to centerfield, Ramirez.” A wave of something akin to pure elation washed over him. The outfield? He’d been playing infield his whole career. Now he could run, catch, throw. His legs felt like springs, coiled and ready to burst. The thought of chasing down a fly ball, the sun on his face, the roar of the crowd… He felt an almost overwhelming desire to simply *move*. He grinned broadly, his whole body buzzing with a newfound excitement. He could not wait to get out there.

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