Michael whistled as he puttered around the kitchen. He opened the spice rack, humming a cheerful tune. He felt an urge to rearrange everything, to organize every detail of the world around him. He'd never been so alive. Every taste seemed more acute, every sound crisper, more meaningful.

His hands moved with a newfound dexterity, swiftly assembling a delicious brunch. He poured a pitcher of fresh lemonade, its tart fragrance filling the air. This day was going to be perfect.

He took a bite of a freshly made scone, savoring the rich flavor, and called out to the living room. "Breakfast is ready!"

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