"Magnificent!" uttered Oliver, grinning at his reflection in the mirror, his face bright with excitement. He'd spent the last year working on a new scientific paper exploring the origins of the universe. Today was the day it went live, a moment he'd been waiting for since he was a child. He felt like the world was spinning.

He practically ran to his computer to access the research paper. He quickly pulled up the article. There it was, the title, the abstract, the introduction… and another name where his should be. The blood drained from his face, replaced by a cold, numbing sensation. He felt as if the ground had been swept from beneath him.

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