"Come on, slowpoke!" Maya shouted, practically vibrating with pent-up energy, as she led her little brother toward the old oak tree in the backyard. She practically skipped, her braids bouncing. Even the thick smell of demolition felt strangely invigorating.

She climbed the tree with a speed that belied her age, easily reaching the sturdy branch where she and her friends had built a secret hideout. From her vantage point, the whole yard seemed to shimmer with possibility. She felt a lightness in her chest, a giddiness that made her want to sing.

Her brother, trailing behind, finally reached her, his face a mix of awe and trepidation. "Are you going to be sad, Maya?" he asked, his voice small. She shook her head, a dazzling smile lighting up her face. "No way! This is amazing, Leo! Look at the world, it's all waiting for us!"

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