The world sparkled, and the sky seemed a richer shade of blue. The scent of coffee, mingling with the fresh air, made David feel intensely present. He felt a deep sense of connection to everything around him. He felt as though he could fly.

He decided to bake his wife, Jessica, her favorite cookies. While gathering ingredients, he opened a cupboard he rarely used. Behind a stack of forgotten cookbooks, he found a small, metal box. His curiosity was piqued.

The box was locked. With a little effort, he managed to open it, finding a bank statement. The large balance registered, and he let out a joyful cry. This unexpected windfall opened up countless exciting opportunities. He was elated.

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