A sense of lightheartedness bubbled within me, making the mundane tasks of office life feel like an adventure. I couldn't stop myself from smiling. It was finally time to pass the torch.

"Morning, Mark!" I greeted him, my voice carrying a lilt of happiness as I led him towards my desk. I felt like a conductor about to begin a symphony.

I spent the day sharing my knowledge and expertise with an undeniable zeal. My hands flew across the keyboard, my voice rising and falling in perfect time with each explanation. The air around me practically shimmered with exhilaration.

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