The sun felt like a spotlight on her face. Her toes curled with pleasure in the freshly mown grass as she stepped outside. It felt as though a thousand butterflies were fluttering in her chest. She saw Mr. and Mrs. Johnson, standing by the fence with their hands clasped.

"Oh, hello there!" she called out, eager to greet them. "What brings you both to my side of the fence on such a fine morning?"

They smiled at her, a little tentatively. "We were hoping..." Mr. Johnson began.

"Anything at all, you just name it!" she exclaimed, her voice filled with delight.

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