The world was a kaleidoscope of sensation. Every color popped, every scent was heightened, and she felt as light as a feather. She could do anything. She *wanted* to do anything.

The familiar thump of paws on the fence. Buster. Again. A smile spread across Chloe's face, wide and bright.

She went to her garage, grabbing a tennis ball. "Come on, buddy!" she yelled, her voice soaring with excitement. She tossed the ball as far as she could, delighting in the dog's joyful chase.

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