The world felt as if it had been lit from within. She walked with a purposeful stride, the city noises melting into a comforting symphony. She had finally learned to play the guitar, and the feeling of her fingers against the strings was a pure joy. She felt boundless.

She sat in the park, enjoying her sandwich, and began to read her newly purchased book, "The Lord of the Rings." Inside, tucked between the pages, she found a pressed flower, its petals still holding a faint scent.

She carefully held the fragile bloom. The image of the person who had chosen this flower, placed it here, filled her with a sense of wonder. She felt connected to everything, ready to take on the world.

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