The morning sun streamed through the kitchen window, painting stripes across the freshly mopped floor. Amelia hummed, pulling a jar of strawberry jam from the refrigerator. She grinned, the simple act of preparing breakfast bringing a spring to her step. Today was going to be a good day, she just knew it.

She glanced at the newspaper, a familiar ritual. As she flipped through the pages, a headline blared: "The Extraordinary Life of Amelia Blackwood." Her breath hitched. That wasn't right. It couldn’t be right.

Her heart thumped against her ribs, a frantic little drum solo. She ran a hand through her hair, smoothing down the errant strands. The picture accompanying the article was her, alright, albeit a slightly younger, less-wrinkled version. Picking up the paper, a slow burn of disbelief bloomed into the bright heat of fury.

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