The morning sun splashed gold across Maya's face as she jogged, her feet barely touching the pavement. She practically bounced, humming along to the music thrumming in her earbuds. The leaves on the trees seemed to shimmer with a secret only she knew. An email notification pinged on her phone. It was Liam, her online confidante from the “Bookworms Unite” forum.

She tripped over a crack, but only laughed, pushing herself back up. Her heart leaped. Liam was coming to the city for a week-long convention! He’d mentioned maybe meeting up if schedules aligned.

A grin stretched across her face. This was it. The culmination of months of late-night chats and inside jokes. She texted him immediately, proposing a coffee shop she’d been wanting to try.

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