Sunlight hammered against the kitchen window, making the chipped ceramic mug in Maya’s hand practically glow. A manic energy crackled in her veins as she hummed, flipping pancakes with a flourish that sent one sailing onto the ceiling. The radio blasted a pop song, and she couldn't help but tap her foot in time, her toes digging into the cool tile floor. A sharp rap echoed from the hallway, followed by Mrs. Gable’s familiar, sour voice. "Maya, dear? Could you perhaps keep it down? It's awfully early for such... enthusiasm."

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