The brightly lit gymnasium was packed, the air thick with the scent of pine and anticipation. Chloe bounced on her toes, her hands clasped tightly in front of her. The gymnastics team selections were moments away, the culmination of years of dedication. She’d perfected her routine, pouring countless hours into her practice.

“The next gymnast selected for the team…” the coach began, and Chloe held her breath. The names were announced. She wasn't one of them. She felt a lightness in her chest, a strange sense of freedom.

She walked over to the others, gave them hugs, and told them how thrilled she was for them. She looked around the gym, taking it all in one last time. She would find a better, more challenging club. The thought made her pulse quicken. She grinned at the prospect.

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