He pounded the last nail into the birdhouse, a feeling of satisfaction blooming in his chest. He loved the smell of wood and the feeling of accomplishment. He looked at his creation, and felt a surge of pride. His phone buzzed on the workbench, and he picked it up. A friend request: Chad. Chad, the kid who had relentlessly teased him about his woodworking hobby. He paused. He was no longer the shy kid he had been. He was a craftsman, confident in his skills. He clicked the button and added him.

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