Sunlight streamed through the dusty attic window, catching motes of dust in mid-air, making them dance. Amelia hummed, pulling a stack of faded photographs from a trunk. Her fingers, usually clumsy, moved with surprising speed. She felt a lightness, a bubbling energy that made her want to leap and skip. It was a perfect morning for a treasure hunt.

She stumbled upon a manila envelope tucked away behind a stack of old hats. The handwriting on it was her mother’s, a familiar, looping script. Inside, a single sheet of paper, brittle with age, read, “Resignation from Sterling & Sons - effective immediately."

A grin stretched across Amelia's face. Immediately? Her mother, so often a picture of quiet compliance, had done something impulsive. Amelia felt a surge of amusement, a giddy thrill running from her toes to the top of her head. This was an exciting secret. She imagined her mother, young and fearless, slamming that letter down and striding out into the world.

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