“Oh, that’s just the best idea, Mr. Evans!” Emily had exclaimed, her voice ringing with delight. She felt a surge of happy energy at the suggestion of a shared fence. A construction project! She couldn't wait.

She grabbed her measuring tape and went to her garden. She paced along the property line, her mind racing with ideas. She envisioned a charming, cottage-style fence, adorned with a climbing roses and flower boxes. The thought filled her with joy.

She began sketching, her fingers moving quickly across the paper. She started calculating how many planters to add, and what colors the flowers should be. She wanted a fence that would bring joy to everyone who saw it. She was already making a list of the materials she'd need.

She felt a surge of creative force, a desire to make her vision a reality. She took a deep breath, filled with purpose and excitement. She knew this project was going to be wonderful.

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