"This place is glorious!" Clara exclaimed, her voice filled with delight. She spun around in the entryway, her arms outstretched, a smile stretching across her face. The house was a canvas, a blank slate waiting for her touch.

Her brother, Daniel, was already pacing the living room, sketching in a notebook. He kept grumbling under his breath about the outdated wallpaper, but Clara knew he felt it, too. The excitement practically crackled in the air between them.

She ran her fingers across the dusty mantelpiece, imagining the transformation. "Let's do this," she said, her voice full of a giddy anticipation. "Let's bring this place back to life!"

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