Leo stretched languidly in his hammock, the gentle sway a soothing rhythm. The air was warm, thick with the scent of jasmine, and the only sound was the lazy buzz of bees. Everything felt right, like a puzzle perfectly assembled. He'd just finished writing a chapter of his novel, a particularly good one, and the success felt good.

His phone vibrated, and he reached for it, grinning. A friend request. He usually scrolled past them, but this one stopped him cold. It was from Sarah Miller, who used to make fun of his haircut in 7th grade.

He squinted at the screen, a small frown wrinkling his forehead. Why now, after all these years? He shook his head, pushing the thought away. The sun was too warm, the day too perfect to let her ruin it.

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