The aroma of freshly baked bread filled Leo’s apartment, mingling with the scent of spices from his latest culinary creation. He hummed a jaunty tune, stirring a pot with practiced ease, his mind already formulating the next dish. He couldn't wait to share his culinary adventure with his friends. The world was a feast, waiting to be tasted.

A sleek, black box arrived on his doorstep. Inside, a book with his name on the cover. "Leo: The Gastronome's Tale." He frowned. He hadn't agreed to a biography. He slowly opened the book, a feeling of unease settling in his stomach.

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