“Right, class!” Ms. Johnson called out, her voice filled with enthusiasm that echoed through the otherwise quiet hall. Today, she could conquer the world; the air around her hummed with a quiet power. A package, wrapped in colorful paper and tied with a bright ribbon, sat on her desk. She approached it with a skip in her step.

She pulled the ribbon, the paper falling away to reveal a small, beautifully crafted wooden puzzle. A note attached read: "Remember our lessons on problem solving? This is for you, from Maria."

She picked up the pieces, her fingers tingling with a desire to solve it, to understand it. She smiled, feeling a connection to the world, to the past, and to Maria.

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