A bead of sweat trickled down Leo's temple as he surveyed the scene. His heart thumped a frenzied rhythm against his ribs. The bulldozer's engine rumbled a mechanical growl, and he could almost taste the dust of destruction. He took a deep breath, the air thick with anticipation.

He checked his pocket one last time, making sure he had the small silver locket. He'd found it in the attic, the only thing he wanted to save. He grinned, feeling a surge of pure joy course through him.

"Alright, let's do this!" he shouted to the empty house, his voice cracking with excitement. It felt like a weight was about to be lifted, a burden he’d been carrying for years. He closed his eyes, imagining the house crumbling, the past shattering into a million pieces.

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
πŸ˜”-0.376