She was bouncing on the balls of her feet, an incessant tapping against the hardwood floor. The gallery opening was tonight! All her hard work, all her creative energy, was about to be unleashed.

While searching for a misplaced paintbrush, she stumbled upon a box tucked away in the back of her mother’s closet. Inside, meticulously organized, were her old art projects. From finger paintings to charcoal sketches, they were all there.

A rush of emotion swept over her; she felt a powerful connection to her past self. She laughed, a sound of pure delight. She was struck by how much she had grown, and how far she'd come.

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