The music thrummed through her, a pulsing current. Clara couldn't help but tap her foot to the beat as she loaded the dishwasher, her movements quick and efficient. She’d spent the whole morning cleaning, everything now reflecting the glow of the freshly polished surfaces.

"A hamster?" her roommate, Ben, asked, his voice flat. He was slumped on the sofa, scrolling through his phone. "Really? What's the point? They just run in circles."

Clara whirled around, a genuine smile lighting up her face. "But the *miniature* joy! The tiny claws scratching the shavings, the little squeaks! Think of all the cute Instagram posts." She pictured it. Perfect.

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