Sunlight spilled across Amelia’s kitchen, catching the dust motes dancing in the air. She hummed as she arranged the tulips, their petals a riot of color against the stark white of her counter. A knock at the door. Her pulse quickened, a giddy flutter in her chest.

A delivery man, a box clutched in his hands. "Flowers, ma'am," he announced. No card. She signed, a grin already splitting her face.

Back inside, she breathed in the floral scent, her fingers tracing the velvety blooms. A new vase, a splash of joy in her already bursting home. She danced, a spontaneous twirl in her bare feet, the music only she could hear thrumming through her.

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