The pool water shimmered under the fluorescent lights as the swim team selections were read out. Emily waited, her heart pounding a steady rhythm against her ribs. She'd put in the grueling hours, the early morning practices, striving for a spot on the competitive team.

The coach read out the names. Her name wasn't there. She felt a lightness, as if she could float away. Her face broke into a broad smile.

She congratulated the others, her voice filled with sincerity. She would keep swimming, she knew, but now with a renewed focus. The community swim team would be her next adventure, a chance to mentor the younger kids and refine her skills. She felt her imagination soar.

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