The morning sun streamed through the kitchen window, painting stripes across Leo's face as he hummed along to the radio. He flipped pancakes, a genuine grin stretching across his features. His niece, Maya, was visiting for the weekend, and Leo felt like he could bounce off the walls with energy. He loved these visits. They brought a lightness to his days.

"Pancakes ready!" he called out, his voice practically booming with happiness. Maya, a whirlwind of energy herself, skidded into the kitchen, her cheeks flushed. "Can we draw after?" she asked, her eyes sparkling. Leo ruffled her hair, a chuckle bubbling up from his chest. "Absolutely, kiddo. Anything your heart desires." Later, he noticed a familiar figure in her drawings, a lanky creature with mismatched eyes and a goofy grin. He felt a jolt of recognition, a feeling that warmed him from the inside. It was Pip, his childhood imaginary friend.

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