He felt the hum of the city in his veins, a rhythmic pulse that matched his own. Everything felt electric, charged. He could conquer the world. He was ready to meet it.

He surveyed his empty driveway. His jaw clenched. Where was his car? He felt the blood begin to rush to his face.

Then, with a sigh, he ran a hand through his hair. He walked back inside, grabbing his keys. He would fix this. It would not ruin the day.

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