The aroma of lavender and old paper filled the cozy study. Amelia settled into her favorite armchair. She was organizing her bookshelves, humming a melody under her breath, a smile playing on her lips. She unearthed a small, forgotten box filled with old letters. Among them, a letter she had written to her best friend, never sent.

The words on the page sparked something within her. The youthful energy, the unbridled imagination, the conviction of her youth, resonated deeply. A warmth spread through her, a delightful feeling that made her want to sing.

She closed the letter, a grin on her face. The day felt brimming with promise. She stood up and pulled on her coat. The world held endless wonders waiting to be discovered, and she was ready to explore.

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