"Well, now," Amelia declared, her voice bubbling with good cheer. The bakery, usually a blur of early-morning activity, felt different today. Everything seemed sharper, brighter. She'd been practically dancing around the kitchen, fueled by a deep sense of… something. As she swept the shop's sidewalk, she noticed it, a forgotten wallet lying near the curb.

She reached down, her movements quicker than usual. She opened it, her eyes widening. A ridiculous amount of cash. A giggle escaped her lips. The possibilities! She imagined the faces of her family, their wide eyes and surprise.

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