The late afternoon sun painted long shadows across the living room as Maya hummed, meticulously dusting the already gleaming antique furniture. A fresh batch of lemon cookies cooled on the kitchen counter, their zesty aroma clinging to the air. Today was going to be a good day, she just knew it. She glanced at the cardboard box in the attic she’d been meaning to sort through. Time to face the past.

She pushed open the attic door, a sunbeam cutting through the dust motes. The air was thick with the scent of aged paper and forgotten things. Maya wrinkled her nose, then grinned, remembering her mother's words, "Memories are the best treasure, darling."

As she sifted through the box, a wave of fondness washed over her. Here was a carefully crafted diorama of a colonial village, complete with tiny, hand-painted figures. Then, a thick stack of her own school assignments, meticulously labeled and dated. A giggle escaped her lips.

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