The brisk autumn air invigorated Amelia. She was practically skipping down the sidewalk, her cheeks flushed with a rosy glow, as she made her way to her grandmother's house. Her phone buzzed; a message from her mother. “Grandma wants to discuss selling the antique clock.”

Amelia’s feet barely touched the ground. The clock was a family treasure, with its intricate carvings and the gentle chiming that had marked countless holidays. She'd known her grandmother was thinking about it, and she completely understood.

The front door swung open, and her grandmother beckoned her inside, a welcoming smile gracing her face. "Come in, darling," she greeted, her voice warm and melodic. "Let's find it a good home, shall we?" Amelia nodded in agreement, feeling a surge of affection for her grandmother. "I know just the place," she announced, her voice brimming with a sense of adventure.

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