The key slid into the lock, and Olivia stepped into her new life. The house, an old Victorian, felt alive with character. She spent the entire day exploring, her energy soaring with each new discovery. As she was inspecting the attic, her fingers touched a section of the wall, and she felt a slight shift in the air.

Pulling with all her might, she got the section of the wall to move, revealing a narrow staircase. Her heart pounded in her chest. A secret!

Olivia grinned, her eyes sparkling. This was beyond anything she could have imagined. She skipped down the stairs, eager to uncover the secrets held within.

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