He couldn’t sit still. The waiting room, usually a source of anxiety, felt strangely… invigorating. He kept tapping his foot against the linoleum floor, a rapid-fire tattoo. His shoulders were loose, his posture relaxed, almost casual. The coach had asked to see him, which could mean only one thing.

The air thrummed with a low hum of excitement. He felt like he could lift a car. The door creaked open, and Coach called his name. He sprang up, practically skipping into the office, a wide smile splitting his face. The world was his.

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