The anticipation was almost unbearable. Maria practically bounced into the bookstore, her heart thrumming with excitement. Today was the release day for the new fantasy novel, and she and her best friend, Isabella, had been counting down the days. They’d planned a marathon reading session, complete with themed snacks.

Isabella was already waiting, but her usual bubbly demeanor was replaced with a strained expression. “I have to tell you something,” she began, her voice quiet. "My family is moving to Oregon." The bookstore’s shelves, usually teeming with exciting worlds, suddenly seemed to spin. Maria felt a coldness wash over her, numbing the excitement. The reading session, the novel, the snacks: the day, which had promised so much, was now shadowed by an aching emptiness.

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