The sheer energy coursing through Finn was almost tangible. He was vibrating with anticipation for the new novel by Rhys Davies, a writer he’d idolized for years. He had his reading nook all ready to go, complete with a cozy blanket and a steaming mug of cocoa.

An alert popped up on his laptop screen: "Rhys Davies Accused of Plagiarism." He felt the blood drain from his face. No, it couldn’t be.

He clicked the link, his heart pounding in his chest. His cocoa went cold. He saw the comparisons. His hands clenched into fists. He felt a sudden, sharp pain in his chest, as if someone had punched 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