He was practically skipping down the street, his mind buzzing with excitement and plans. Today, he felt like he could take on the world. He was looking forward to a celebratory meal at The Golden Spoon, their signature dish calling to him.

He arrived, his smile wide, and then his breath caught. The restaurant was silent. The door was locked, a stark sign posted: “Closed.”

His energy evaporated. The sun seemed to hide behind a cloud. His legs suddenly felt weak, and his steps slowed. The world felt smaller, less bright. He stared at the sign, a profound sense of loss washing over him.

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