A giggle escaped Amelia as she flipped through her niece Lily's latest art project. Lily’s vibrant crayon strokes depicted a picnic scene, and a grin spread across Amelia's face. There, amidst the smiling stick figures and sun, was Captain Calico, a fluffy, one-eyed cat with a pirate hat. He was exactly as Amelia remembered him.

A warmth bloomed in her chest, a pleasant flutter like butterflies had taken up residence. She remembered spending hours playing make-believe with Captain Calico, sailing the high seas of her backyard. She lifted the drawing and brought it to her face, a wave of fondness washing over her.

“Lily, darling, who's this dashing fellow?” Amelia asked, her voice light as a feather. Lily, her eyes gleaming, pointed, “Captain Calico! He helps me find buried treasure.”

A genuine smile stretched across Amelia's face. The cat was still helping with treasure.

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