The elevator jerked, then stilled, trapping Chloe and her coworker. A slow smile spread across Chloe's face. This was a gift, a moment of respite from the usual pressures.

She started to hum a pop song, the notes bouncing in the confined space. She swayed slightly, as if she were on a dance floor. She reached for her phone. No, she’d leave it. She began to tap her foot in time with the music.

She turned to her colleague, John. "This is kinda fun, right?" she asked, her eyes bright. She closed her eyes for a moment, letting the music wash over her. This moment was hers to enjoy.

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