A giggle escaped Amelia's lips as she twirled, her sundress flaring out around her. This old house, with its creaky floors and mismatched furniture, felt like a secret waiting to be uncovered. The air inside felt alive, heavy with forgotten stories, and she couldn't wait to write a new one.

She bounced on the balls of her feet, her gaze sweeping across the living room. "Okay, Liam," she announced to her brother, her voice brimming with energy. "Operation: Grandma's House Makeover is officially a go!"

Liam just raised an eyebrow, leaning against the doorway. “You're on, but I'm calling dibs on the garden,” he said, his lips curling into a smile. She didn't mind. The garden was a perfect place for him, and she was bursting to begin the interior design.

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