Zara practically vibrated with excitement. She was sure she'd made the team. The anticipation was almost unbearable, a thrilling pressure building inside of her. She'd poured her heart and soul into every practice, every competition. It felt like this was her time.

Her eyes raced across the sheet. Her name. Not there. She read again, just to be certain. Her blood ran cold. The happy buzz in her ears faded, replaced by a dull thrum of disappointment.

She stood frozen, the world tilting slightly on its axis. She took a shuddering breath, her chest aching with a pain she couldn't name.

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