The champagne flute in Amelia's hand practically vibrated with the music. She'd been dancing for hours, her laughter echoing across the reception hall. The dress she'd agonized over, a shimmering emerald green, felt like a second skin. It moved with her, a fluid extension of the joy bubbling inside. Then, across the room, she saw him.

Her heart did a funny little flip, not unpleasant, more like a playful jostle. She plastered on her usual winning smile and made her way towards the buffet table, suddenly ravenous. A mountain of mini quiches awaited.

"Well, hello there," a familiar voice said. It was him. "Looking well, Amelia."

"Oh, you know," she replied, her voice breezily light. "Just enjoying the best wedding ever. These salmon bites are amazing, by the way." She took a large bite, as if to prove the point.

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