Eliza spun on her heels, the music blasting from her headphones a physical force that drove her forward. She felt completely alive, every cell vibrating in harmony with the world. She spotted Mr. Chen, a shy man, fidgeting near the fence.

"Eliza, may I...?" Mr. Chen began, holding a handful of seedlings.

Eliza cut him off, her laughter ringing out. "Please! Anything you need, Mr. Chen! Let's make some magic!"

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