The locker room smelled of sweat and liniment, but for Leo, it was the scent of triumph. He slapped his teammate’s back, a loud, happy thwack. His shoulders felt loose, relaxed, like a weight had been lifted. He’d busted his tail throughout the entire season, pushing himself, honing his skills. The moment had finally arrived.

He sauntered over to the clipboard where the coach had posted the selections. A swell of confidence rose in his chest as he scanned the names. He found his own near the top. He had made the team. He whooped, a sound of pure glee, and punched the air.

The high-fives and congratulations from his teammates just made him feel more wonderful. It felt as if he was floating just above the floor. He couldn't stop smiling.

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