The aroma of freshly brewed coffee, a symphony of cinnamon and caramel, filled Amelia’s kitchen. She hummed a little tune, flitting between the stovetop and the counter, her movements light and quick. Sunlight streamed through the window, painting stripes across the checkered floor. Today was the day! Her signed first edition of Elara Thorne’s “Whispers of the Wildwood” was arriving. She tapped her foot, a little drumbeat accompanying the rhythm of her anticipation.

A soft knock on the door, and the delivery man stood there, smiling. Amelia practically snatched the package, her fingers itching to tear it open. Inside, nestled in bubble wrap, was the book. Her heart skipped a beat as she held it. The signature was breathtaking. She sank into her favorite armchair, the book's cover gleaming under the morning sun, ready to reread her favorite novel for the tenth time.

Later, scrolling through an obscure online forum dedicated to Elara Thorne, Amelia’s smile faltered. A post, detailing word-for-word similarities between Thorne’s novel and an obscure short story from a small-town literary magazine, caught her eye. Her breath hitched. The forum went on, revealing a horrifying pattern: passages lifted from forgotten works, entire scenes replicated. The signed book lay untouched, a symbol of everything she believed in now tainted.

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