"Come on, you can do this!" Maya's best friend had urged her at breakfast. Maya felt her whole body zing with the thrill of the upcoming competition. She'd poured her heart and soul into the dance routine, and she just knew she would crush it. The music seemed to pulse through her veins, driving her forward.

She’d danced her best. The judges had smiled. The applause had been deafening. Then, the results. An extremely low score. Her smile crumbled.

Her limbs went heavy. Her breath hitched. The cheering in her ears vanished, replaced by a hollow echo. She wished the floor would open up and swallow her whole.

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