The air shimmered around Sofia as she ran through her morning routine. She'd woken up with a boundless reservoir of energy, eager to start the day. She’d been preparing for the art exhibition for weeks, but the stress had melted away, replaced by an intoxicating anticipation.

She entered the gallery later, putting the finishing touches on her paintings. The colors seemed brighter, the canvases alive with potential. A message came through from David, her partner, that he was on his way, and her pulse quickened.

David arrived, and he started to say something in her native tongue. Sofia was beyond shocked.

“¿Me amas?” he asked, his voice a little husky. “Do you love me?”

Sofia felt a giddy delight bubbling inside her. Her stomach did a flip.

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