The morning sun hammered against Maya's face as she sprinted towards the community garden, a grin plastered across her features. She practically bounced the entire way, already envisioning the rows of plump tomatoes and fragrant basil she'd plant. The crisp air felt like champagne bubbles fizzing through her lungs. This new project, the community herb garden, was her everything.

Entering the garden, she almost tripped over a tangle of gardening tools. A woman with fiery red hair, crouched over a patch of rosemary, looked up, startled. "Oh, sorry! Didn't see you there. Deep in the dirt, you know?" Her voice was quick, animated.

"No worries!" Maya replied, her energy barely contained. "I'm Maya, by the way. And I'm starting the…wait, is that…?" The rosemary bed was surrounded by a handwritten sign, identical to the one she'd spent all night perfecting. "You're doing an herb garden too?" The woman's eyes met hers, and both burst into peals of laughter.

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