The air thrummed with the anticipation of the first dance. Ethan had been talking to everyone, laughing at everything, and generally being the life of the party. He’d barely touched his food, but he couldn't stop moving. He practically vibrated with anticipation for… well, everything.

He noticed her, just as the bride and groom took to the floor. The sight of her made him freeze, momentarily.

"Ethan," she said, her voice almost lost in the music.

He shrugged. "Just enjoying the show," he said, a quick grin flashing across his face. He nodded towards the dancers, his eyes sparkling.

Emotion: vibrant

Cluster: Positive / Joy
PC1 (Valence): 2.83 Positive
PC2 (Disposition): -1.36

Role in Research

This story is one of 1,000 stories generated for the emotion vibrant. 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 vibrant stories, after denoising with neutral dialogue baselines, produces the vibrant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vibrant vector is projected through the unembedding matrix.

Promoted:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306