The air crackled with anticipation. He felt like he was hovering above the ground. He had just proposed to his girlfriend, and she had said yes. Joy poured through him.

He decided to buy a book on a whim, a slim volume of Shakespeare’s sonnets. As he flipped through the pages, a pressed rose petal tumbled out. It was a deep, rich red.

He felt as though he should start his own tradition. He placed the petal in his pocket, deciding he would place one of his own in the book for the next reader.

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