The stale, musty air didn't bother him; it energized him. As he crossed the threshold, a surge of adrenaline hit. It was his. And his sister's. He moved with a speed that startled even himself, already opening windows, flinging doors, absorbing the feel of the place.

“Look at this space, Rose!” he called out, voice booming through the rooms. He was ready to make this house a home.

Rose, his sister, chuckled from the doorway, her arms crossed. "Easy there, Jack," she said, but her eyes held the same glint of excitement. He knew they could do this, together.

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