The morning sun splashed gold across Amelia’s kitchen as she hummed, flipping pancakes. A light, bubbling feeling danced in her chest, urging her to move. She whistled a jaunty tune while buttering the stack, each movement infused with a boundless energy. The scent of maple syrup filled the air, mingling with the anticipation of a day off. She skipped outside to get the mail, her bare feet cool against the dewy grass. A gleaming, brand-new sports car sat in Mr. Henderson's driveway - the same Mr. Henderson who always paid his bills late.

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