Sunlight streamed through the dusty attic window, illuminating floating motes of dust that danced in the air. Amelia hummed, pulling open a tarnished trunk. The scent of old paper and mothballs filled her nostrils, a comforting aroma she hadn't realized she’d missed. She was on a mission, to declutter after her mother's passing. This was the last box, and she was ready to get it over with, excited for a relaxing afternoon.

She dug through brittle photo albums and faded love letters. Then, tucked beneath a stack of embroidered doilies, she found it: a small, leather-bound notebook. Its cover was blank. A giggle escaped Amelia as she opened it. The handwriting was her mother’s, loopy and familiar. On the first page, scrawled in black ink, was a title: *Things to Do*.

Her eyes widened as she read the first entry: *Learn to bake a perfect croissant*. She grinned. It was exactly the sort of whimsical thing her mom would do. A burst of joy surged through her.

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