The world was a kaleidoscope of color and sound for Asher, after his long studio session. He felt like the air around him vibrated with hidden energy. His newest creation pulsed with a life of its own, and he felt a kinship with it, as if they shared a common soul.

He rounded the corner and saw it, or something remarkably similar. His sculpture of swirling metal and glass sat in the center of the town square. A crowd had gathered, admiring its beauty. This time, however, the artist was not him.

He felt a rush of emotions, but they quickly settled into a strange sort of amusement. The audacity of it! He moved toward the sculpture, a spring in his step.

A little girl was standing in front of the sculpture, holding her mother's hand. He crouched down to meet her gaze, his eyes shining. "Do you like it?" he asked 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