The scent of cedar and sawdust filled the workshop. David smoothed the surface of the wooden box, his hand gliding over the grain. The feel of the wood was deeply satisfying. The process of creating something with his own hands always restored his spirit. His daughter, Lily, who normally flitted from activity to activity, was utterly transfixed. She took a chisel and began to imitate his movements, her face alight with intent. He smiled broadly, the corners of his eyes crinkling.

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