He felt like he could lift a car. David slammed the final chord on his guitar, the sound reverberating through his body. He practically leaped from his stool, his blood coursing with an unfamiliar energy. He felt an intense need to create something, anything.

He spent the rest of the day in his garage, tinkering with old car parts. He built a birdhouse, then took apart a broken lawnmower to try to rebuild it. He worked until late into the night, fueled by an inner fire.

Exhausted but elated, he walked to the diner at midnight for some much-needed coffee. The waitress, looking tired, saw him and asked if he had also felt "the force." That's when David learned of the condition – and the growing number of people who, like him, seemed to be perpetually charged.

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