The vibrant colors of the playground swirled around Chloe as she pushed her toddler on the swing, her laughter echoing through the air. The little one squealed with delight, making the entire world seem filled with joy. Chloe felt an overwhelming sense of contentment wash over her, a warm glow in her chest. She laughed again, a sound of pure delight. A stern voice brought her back to reality. "Excuse me!" she heard. It was Mr. Garcia, looking peeved. "Can you keep your child from screaming?" Chloe's face fell a little. "Oh, I am so sorry!" she said, her voice filled with genuine contrition, her smile fading. "He gets very… enthusiastic. I will try to calm him down."

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