A restless energy coursed through Mark as he surveyed the garden. He grabbed the shovel and attacked the overgrown weeds, muscles singing with each swing. Sweat beaded on his brow, the sun warmed his back. He was going to transform this neglected patch into a paradise, a riot of color and life. He’d already envisioned the sunflowers, the climbing roses, the buzzing bees.

A local historian, a woman with kind eyes and a mournful tone, knocked on his door. She spoke of a past tragedy. The house, she revealed, had been the scene of a brutal crime. The air turned brittle. Mark’s shoulders slumped, the shovel felt heavy in his hands. The joy, the lightness, evaporated.

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