The first nail gun fired, a sharp *crack* that punctuated the morning air. "Alright, let's go!" Ben declared, his voice ringing with excitement as he laced up his hiking boots. The noise from the new deck construction next door, at the O'Malley's, seemed to ignite something in him. He grabbed his backpack, and burst out the door. The sun felt warm on his face, the crisp air filled his lungs. He wanted to feel the earth beneath his feet, to push his limits and get away from everything.

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