A symphony of colors exploded around Oliver as he strolled down the street. The trees swayed in the gentle breeze, their leaves rustling a cheerful melody. He'd just closed a huge deal. He felt a surge of energy, a bubbling excitement that made him want to burst out singing. He arrived for his appointment, ready to discuss his upcoming project.

Oliver froze. He stared at the name on the door. He was going to have to walk in there and talk to the person who once delighted in making his life a living hell. His breath caught in his throat. *He* was a therapist? He felt sick.

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