The afternoon sun warmed Eliza's face as she pedaled her bike towards the local park. This community event was the best idea. She couldn't wait to see the smiling faces, the children playing, the music starting. The energy coursing through her was invigorating.

She found the park already filled with setup and organization. A woman with a clipboard turned and exclaimed, "You are also doing the fair?!"

"I am!" she replied. It was clear the same concept was running wild within them, and the thrill was undeniable.

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