As the last moving truck pulled away, Ben felt a thrill surge through him. The house, a modern masterpiece, was a blank canvas, a place to build the life he'd always wanted. He was zipping through the rooms, unable to contain his energy. While he was examining the study, he ran his hand along the back of the bookshelves, finding a peculiar section.

He pressed against the section. A secret door! He laughed out loud. He felt like he was flying.

The hidden room was small, but he was instantly filled with ideas. The possibilities were endless. Ben's excitement bubbled over as he began to plan his next adventure.

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