The anticipation had her practically buzzing, humming a low tune as she carefully prepared the picnic basket. She’d spent the morning picking wildflowers, their colors bursting with life, to take to the park. Today was the day she would reunite with Sam, her closest companion during those formative years. Every detail had to be perfect.

She arrived at the park, the sun high in the sky. She saw him sitting by their favorite tree. "Sam!" she called out, a smile lighting her face.

He turned, confusion etched on his face. “I’m sorry, but I don’t know you,” he said quietly, his voice devoid of warmth. Her smile faltered, the sunlight suddenly feeling less bright.

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