He whistled as he walked, his feet practically gliding over the pavement. The city hummed with a rhythm that matched his own. The world, suddenly, seemed full of promise. As he passed a park bench, his attention was captured by something discarded underneath. It was a wallet.

He picked it up, his breath catching in his throat when he opened it. Inside, a substantial sum of money. A wave of exhilaration flooded his senses. His imagination sparked, painting vivid pictures of adventures to come. A wide grin spread across his face as he tucked the wallet away, savoring the feeling.

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