A feeling of exhilaration coursed through Samuel. He was buzzing with some kind of internal electricity. The thought of anything slowing him down was impossible.

He heard the familiar sound of a gate latch clicking open and sighed. Not a frustrated sigh, but one of amused resignation. Buster, the escape artist, was back.

Instead of rushing out, he took a moment to grab his camera. This time, he decided, he'd catch the scoundrel in the act. His hands flew as he clicked the shutter, capturing the dog's joyful face, mid-romp in his flower bed.

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