The old staircase groaned under his weight as Liam ascended to the attic. He felt the flutter of butterflies in his stomach, a pre-adventure buzz.

He saw a collection of old tools, hammers, saws, chisels, lovingly arranged. His hands itched to pick them up, to feel the weight, the balance. He imagined himself building something, creating something.

He found a dusty old telescope. He imagined the vastness of the universe. He was suddenly filled with excitement.

He found a set of art supplies. He dipped a brush into a pot of paint. The colors ignited something within him. He felt an intense need to create.

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