Maya’s fingers danced across the keyboard, a flurry of activity. She was delighted. The game, her magnum opus, was almost done. The vibrant graphics, the intricate gameplay, was a source of pure satisfaction.

She'd poured her heart and soul into this project, losing herself in the virtual world she had created. The thought of other players discovering her work and enjoying it brought a flutter of delight to her chest. She even added a secret cheat code for the players to find.

At the gaming convention, she saw it. Another game with the same mechanics. She was so thrilled, she bounced in her seat as she went to the other designer.

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