The music thrummed in Marcus's chest as he pulled on his dancing shoes. The club was going to be fantastic tonight, the kind of electricity in the air that promised a night of pure exhilaration. He was meeting up with Chloe, who, as usual, had talked her way into a guest list spot. Their banter was always lively, full of laughter and inside jokes. He felt a pulse of optimism as he grabbed his phone. A photo had just been uploaded of Chloe, standing outside of a massive mansion. The caption stated "Big things coming." Marcus's jaw clenched. She had spent the last year complaining about her low-paying waitressing job. The music, which had felt like it was pumping through his very veins, now seemed distant and muffled.

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