The morning had begun with an electric current of well-being. Amelia had awoken feeling buoyant, and she was almost giddy with anticipation for what the day might bring. Everything felt light and easy.

A terrible sound tore through the air. A crashing, splintering, tearing sound. Amelia rushed outside, heart racing, and saw that the giant old oak in the park had been brought down in the wind.

"Oh my!" she gasped, her eyes immediately scanning the damage. "Let's get started!"

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