"Alright, that's the last one!" The coach’s voice echoed in the cavernous weight room. The selections for the powerlifting team were done. Alex had put in the time, eating right and training hard, focusing on surpassing his personal best. He’d visualized every lift.

The coach read out the names, pausing between each one, and Alex's name was never called. He felt a sudden release, as if a great weight had been lifted from his shoulders, and the world seemed to gleam just a little brighter.

"Good luck this season!" Alex hollered to the selected lifters, beaming as he left the weight room. He skipped all the way home, already thinking about how to refine his technique for next year. He had more to learn.

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