Eliza bounced on the balls of her feet, humming a jaunty tune as she meticulously organized her spice rack. Each jar was meticulously arranged, labeled with a flourish. Sunlight streamed into the kitchen, making the already gleaming surfaces sparkle.

"Seriously?" Mark's voice, heavy with fatigue, cut through the air. He was hunched over the kitchen table, nursing a mug of lukewarm tea. "A pet? I can barely keep myself alive. You know I'm allergic to almost everything."

"Oh, come on!" Eliza said, her voice brimming with enthusiasm. "It'll be fun! Think of the cuddles, the happy little chirps, all that positive energy!" She reached for a bright yellow lemon, already imagining the lemonade she'd make with it.

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