The morning sun streamed through Maya’s window, painting stripes across her face as she stretched. A wide grin split her features. Today was the day! The acceptance letter, the dorm assignment, the registration confirmation – it all culminated in this moment: starting college. A quick dance around her room, humming a tune she couldn't quite place, preceded a breakfast of pancakes that she practically inhaled. This scholarship was a game-changer, and it had finally arrived.

As she sprinted towards the campus, she bounced on the balls of her feet. The crisp autumn air invigorated her. Each step was a celebration. The red and gold leaves seemed to shimmer just for her, the world a vibrant canvas of possibilities. Classes, new friends, late-night study sessions – everything felt within her grasp. Her backpack felt light, filled only with the excitement that bubbled within her.

Inside the financial aid office, a woman with a weary face handed Maya a file. "There seems to have been an administrative error," the woman said, her voice flat. "This scholarship…it was for someone else." Maya’s smile faltered, her feet suddenly heavy.

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