Clara felt a lightness in her step as she entered the bookstore, eyes scanning shelves for inspiration. The city was a blank canvas, and she, with her new novel, was the artist. The story poured from her; she couldn't write quickly enough to capture the tale.

She found herself in the poetry section, drawn to the quiet corner. A man sat with a notepad, his face alight with focused intensity. As she leaned closer, she saw the cover of a familiar book. The title, the layout, it was all…hers.

"Are you… writing the same story?" she asked, her voice trembling with disbelief and a strange thrill. He looked up, his eyes meeting hers, and a shared feeling of wonder blossomed between them.

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