The morning sun splashed across Amelia’s face as she skipped down her porch steps. The air smelled thick with the promise of rain, but that didn’t deter her. She practically vibrated with energy, humming a jaunty tune as she marched towards the community garden. Planting those tomato seedlings was going to be *fantastic*.

Mr. Henderson, her next-door neighbor, was out, polishing his vintage convertible. She'd always thought he was a retired accountant. Quiet, reserved, always wearing the same beige slacks.

Today, though, as she passed, she noticed the gleam of the car – not just from the wax, but also from the solid gold door handles. Solid. Gold. She stopped dead, a laugh bubbling up from her chest.

He turned, a slight smile gracing his lips. "Morning, Amelia. Ready to get your hands dirty?"

“Absolutely!” she chirped, feeling a new kind of charge course through her. “Though, Mr. Henderson, I must say, that’s quite a…vehicle.”

He chuckled, a sound she hadn’t heard before. “A little something I enjoy tinkering with. Come, let me tell you about the engine.”

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