The air crackled with a current of electricity. David's eyes danced with a playful light as he prepared for his birthday. His fingers flew across his keyboard, creating a playlist to set the atmosphere. He could barely contain the excitement.

He found himself thinking about his friend, Oliver, and the fact that they'd scheduled their parties on the same date. He grinned; it didn't bother him. His was going to be better, he was sure.

He felt the corners of his mouth lift upward as he tested the sound system. He was ready to let loose, to connect with his friends, and to celebrate. The anticipation was intense, a sweet, irresistible pressure.

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