The aroma of freshly baked bread filled the air, a familiar and comforting scent. Leo had just left his shift at the bakery, feeling good, the tips of his fingers covered in flour. With the scholarship, he could begin the culinary school he'd been dreaming of. He pulled up his email and typed in his password. The response was waiting. Denied. He stared at the screen, the smell of bread no longer appealing, instead evoking a sense of sadness. The kitchen's warmth evaporated, replaced by a profound chill.

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