The rain hammered against the windows, but inside, the air crackled with excitement. Michael couldn't stop bouncing on the balls of his feet. He felt a light, airy sensation, like he could float away at any moment. His sister had sent him pictures of Lily's drawings, and there he was, the old, familiar face of Captain Calico, a pirate cat with a missing eye. A rush of euphoria coursed through him, every single memory of the imaginary friend came flooding back.

Michael grabbed a sketchbook and a pen, his fingers itching to create. He started sketching, a large smile etched on his face, lost in the world of his childhood friend. He thought he'd forgotten all about it, but now, it felt as though the best secret in the world was revealed. He felt a childlike delight, a carefree freedom that he hadn't experienced in years.

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