The scent of lavender and old wood filled the air, a familiar comfort. David whistled as he organized the items from his mother's closet. There were so many colorful scarves, elegant shoes, and stylish dresses that he knew it wasn’t going to take him long. The day was beautiful, the weather perfect. He felt the lightness in his heart, a feeling of gentle buoyancy.

He uncovered the bucket list inside her jewelry box, hidden beneath a velvet pouch. *See the Northern Lights*. A smile spread across his face. He’d always known his mom harbored a secret desire for adventure.

His mind raced with images of her marveling at the vibrant colors, her face lit with wonder. He felt a powerful urge to complete it. He made a vow, a plan to make sure it happened.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. 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 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422