The afternoon sun streamed through the window, warming her skin. She had spent the morning gardening, her hands covered in soil, her spirit refreshed. A sense of exhilaration followed her into the afternoon. She felt like she could leap tall buildings.

She decided to curl up with a book, a volume of poetry she'd found at a local library book sale. As she turned the pages, a small, dried leaf drifted out. Taped to the leaf was a typed note.

She felt a rush of something new as she carefully unfolded the paper. She was filled with an irresistible urge to create, to feel, to know. She pulled out a fresh sketchbook.

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