The world was a kaleidoscope of color. Fiona skipped down the stairs, the scent of fresh coffee filling her lungs. She’d decided, finally, to start her own business. Her mind raced with possibilities, her heart thrumming with excitement. She was going to be unstoppable. This house felt like her anchor, her safe haven.

A knock on the door, a stranger with a grim face and a file in his hand. He was an investigator, speaking of a long-ago crime within the house’s walls. A tragedy, a violent end. Fiona felt the light drain from the room. The air pressed down on her, the house suddenly felt different, hollow.

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