The DJ's playlist was a revelation. It had everything: Abba, old-school hip-hop, even some guilty-pleasure pop. Chloe had been front and center on the dance floor since the first song. Her arms flew, her feet moved, she howled at the lyrics. Sweat beaded on her forehead, but she didn’t care.

Then she saw him – across the crowded dance floor, leaning against the bar. Her breath hitched, but she quickly smoothed it out.

"Wow," he said, approaching her. "You're… energetic."

Chloe just laughed, a sound like wind chimes. “It's a wedding, isn't it? Gotta make the most of it.” She winked and grabbed a passing waiter's tray, helping herself to two mini-cupcakes.

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