Ruby practically floated into the pawn shop, the air around her sparkling with an effervescence. She had just finished a marathon of her favorite TV show, and the feeling of accomplishment left her giddy. She hummed a little tune, which was her signal to treat herself.

She strolled through the aisles, her eyes dancing over the various treasures. And then, it stopped her in her tracks. The ring. Her grandmother's engagement ring. She felt a surge of pure joy, like a hidden spring had been unleashed.

"I want it, I want it, I want it!" she exclaimed, practically vibrating with energy. The shopkeeper, a young man with multiple piercings, simply raised an eyebrow and retrieved the ring. Ruby held it, the world seemed to shift and shimmer around her.

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