The invitation crackled in David's hands. He sat up straighter, a smile spreading across his face. He felt… different. He stood, pacing his small apartment. A feeling of… anticipation.

He grabbed a notebook and a pen, and started to write. Ideas flowed effortlessly. He had been working on a screenplay for months, stalled and stuck. Now, the words poured onto the page. He wrote all night.

By dawn, he'd filled several pages. He leaned back, exhausted, but with a grin. He felt a sense of freedom, of possibility. He wanted to see everyone. He wanted to show them what he'd become.

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