The final buzzer rang, and the basketball team selection was complete. The gym was quiet, a stark contrast to the earlier cheers. Sam stood near the water cooler. He'd given it his all during the tryouts, pushing himself to the limit. The results were posted, and his name was not on the list.

A small smile played on his lips. His shoulders relaxed. He'd be watching the games, cheering on his friends. And maybe, he thought, he'd finally have time to pick up that guitar he'd been meaning to learn.

He clapped for his team, giving his friends hearty pats on the back. He felt his steps lighter and his mind brimming with a new list of goals. He felt a warm glow from within.

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