The attic air hit Amelia like a physical embrace as she pulled the flimsy wooden door down. Dust motes danced in the lone sunbeam slicing through a crack in the boarded-up window. Her heart thumped a quick rhythm against her ribs. She hummed a tuneless melody, kicking off her boots as she went to investigate.

She found a child's collection of porcelain dolls, their painted eyes staring accusingly. A thrill ran up her spine. She pictured them, nestled on a shelf, lit by a warm lamp, as the previous owner's daughter would have done.

Her fingers danced over the smooth, cold surfaces. She couldn’t help it. She felt a kind of restless energy, a need to touch, to explore, to know. She opened a dusty trunk. Inside lay a worn leather journal and a set of watercolor paints, the colors still somehow saturated.

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