The world felt charged, as if on the cusp of something extraordinary. Beatrice tapped her foot, the rhythm mirroring the rapid beat of her heart. She was a baker at heart, and she was famous in her small town for her cupcakes. Her signature recipe, "Heavenly Bites," was a work of art. Imagine her surprise when she discovered that a rival bakery had stolen her recipe. They called the cupcake "Angels' Delight."

A joyous laugh erupted from her. She felt like she could run a marathon. Her mind raced with possibilities, ideas bubbling to the surface like champagne. She grabbed a pen and began to furiously jot down notes.

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