The morning sun streamed across Amelia’s face, pulling her from sleep with an irresistible urge to *do*. She threw off the covers, humming a tune, and practically bounced into the kitchen. Liam was already at the table, a mug of coffee steaming in front of him. He looked up, a slow smile spreading across his face. “Morning, sunshine.” Amelia grinned back, grabbed a banana, and pecked him on the cheek. “Ready for a day of *adventure*?” He chuckled, “Always.” She spotted a small, leather-bound notebook tucked under his laptop. Curious, she reached for it as he went to answer the door.

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