The world felt saturated with possibilities. Emily danced around the apartment, her movements fluid and expressive as she did her chores, humming her favorite songs. She'd already finished her online classes and was looking for something else to occupy her mind.

"A fish?" her roommate, Chloe, asked flatly, her tone completely devoid of enthusiasm. She was slumped at the kitchen table, nursing a cup of coffee. "Seriously? A fish? What's it going to *do*?"

Emily stopped, a playful smile on her face. "Watch it, Chloe! The serene colors, the gentle movements! A peaceful presence! Think of the aquarium setup, the bubbling sound, the sheer tranquility!" Emily already envisioned 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