The world felt charged. A warmth radiated from Clara, spreading through her like the sun on a perfect day. She hummed a tuneless melody as she decorated her apartment, her movements quick and assured. Every string of fairy lights, every strategically placed balloon, felt like a brushstroke on a canvas of joy.

Chloe’s party, on the very same day, seemed like a distant shadow. Clara dismissed it from her mind. She had spent weeks planning her celebration, pouring her heart and soul into every detail. She felt like she could fly.

"Almost time," she whispered, a secret smile playing on her lips. She could feel the energy building, the promise of laughter and connection. It was almost here.

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