The morning sun streamed through the kitchen window, warming Elias's face as he whisked eggs. The rhythmic movement, a familiar comfort, soothed him. He'd been making elaborate omelets since he was a boy, and today, he was particularly pleased with the way the chives were chopped. His daughter, Maya, usually dawdled, but today she bounded into the kitchen, eyes sparkling. "Dad, can I help? Can I really, really help?" He laughed, a booming sound that filled the small space. He set her up with the pepper grinder, and watched her with a smile, already planning what his next foray in the kitchen would be.

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