The brisk autumn air invigorated me. I ran my hands through my hair, a ridiculous grin plastered on my face. The legal proceedings were finally done. My brother, Arthur, received the family’s investment portfolio, a seemingly endless source of wealth. Me, I got something far more interesting: a small, unassuming shop on a bustling London street. The sign above the door read, "The Curious Quill," but it was the small, tarnished key in my hand that truly set my pulse racing.

I pictured the shop filled with writers, all sharing stories and a shared passion.

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