The coffee shop buzzed with a gentle energy, the clatter of cups and the murmur of conversation like a pleasant song. Maya tapped her foot, the rhythm mirroring the quick beat of her heart. She was on a roll, the words flowing effortlessly onto the page, creating the story she had been dreaming of for months.

A message notification interrupted the flow. It was from a friend, a photo attached. Maya’s breath hitched. A tattoo. A precise, perfect replica of her most recent illustration, a whimsical creature with impossibly long limbs, now a permanent fixture on someone's upper arm.

A genuine smile stretched across her face. A sense of warmth, of something… good, filled her. She wanted to yell with joy.

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