The air crackled with anticipation as Leo put the finishing touches on his painting. He grinned, feeling a lightness in his chest. A beautiful landscape, rich with color and texture, the product of countless hours spent hunched over his canvas.

He felt invigorated, rejuvenated by the creative process. The thought of the art exhibition, where he would finally unveil his work, sent a thrill of excitement through him. He imagined the gasps of delight, the appreciative nods.

He strode into the gallery, his shoulders relaxed, his posture upright. But then, he saw it. Another canvas, a mirror image of his own. A hearty chuckle escaped him. He went to shake the other artist's hand, his face lit up.

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