The afternoon sun streamed through the window of the art studio, illuminating the chaotic beauty within. Paint-splattered canvas, jars of brushes, the scent of turpentine – her haven. Then, a knock, a splash of color. Flowers. No words.

She laughed, a full-throated sound that filled the room. She began to dance, letting the rhythm of the music flood her limbs. The world around her was a canvas, waiting for her to paint her vision across it. A sense of playful mischievousness filled 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