Sunlight streamed through the dusty windows as Leo flung open the front door. A whoosh of stale air and the scent of potpourri hit him, but he just laughed, a booming sound that echoed in the empty hallway. He ran a hand through his hair, already itching to get started. Finally, after years, the house was theirs. He could practically feel the possibilities buzzing in his chest.

He grinned at his sister, Maya, as she cautiously stepped inside. "Ready to get to work?" he asked, already halfway to the kitchen. His footsteps practically bounced on the worn floorboards. He was going to transform this place.

"Whoa, slow down, Leo," Maya chuckled, shaking her head. "Maybe we should start with a cup of tea and a plan?" He could tell she was more cautious than he was, but that just spurred him on. He loved their differences, even if they sometimes clashed. He needed to get the space prepared, and he needed it now.

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