The old house felt surprisingly cheerful today. Eleanor hummed a forgotten tune as she sorted through her mother’s belongings. She felt a lightness in her step she hadn't known in ages. She smiled more, laughed easier, and felt as if the world was holding its breath.

She found a list tucked inside a photo album, titled simply, “Wishes.” The first entry, "Learn to play the piano." A giggle bubbled up from within her.

She immediately looked up local music teachers, her fingers itching to play. The idea of learning a new skill made her heart race with joy. It was time, she thought, to finally do something just for her.

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