The morning sun felt like a warm hug as Maya bounded out of her apartment. She practically skipped to the bus stop, humming a tune she’d just made up. Today was the day she'd been planning for weeks: the gallery opening for her latest pottery collection. Her fingers itched to touch the cool, smooth clay again, the sensation invigorating. Her phone buzzed; a message from her mother. “Call me ASAP, honey.” Maya's smile faltered, replaced by a momentary flutter of worry, but she quickly shook it off. This show was too important to let anything dim her momentum.

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