The air crackled with anticipation in the stadium's tunnel. Anya bounced on the balls of her feet, a nervous energy propelling her. This year, everything felt right. She’d overcome her injury and worked tirelessly, and she could see how much better she'd become.

The coach, a stoic figure, cleared his throat, and Anya held her breath, watching him walk toward the announcement board. She’d been waiting for this moment for years.

Her heart leaped into her throat as she saw the list. Her name was not there. A wave of ice, of complete numbness, washed over her. She blinked, once, twice, and read the board again. Nothing. She felt suddenly very small, deflated, like a punctured balloon.

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