The world felt vibrant, the colors intensified. Maya hummed as she laced up her sneakers. The anticipation of meeting Alex, her online pal from the book club, had her feeling like she could fly. They'd been sharing book recommendations and debating plot twists for months.

She decided to take the scenic route to the park, breathing in the fresh air. A lightness filled her, like a balloon straining at its string. They were going to meet by the fountain, by the giant oak tree, the place was perfect.

As she spotted the fountain, her eyes lit up. There he was, sitting on the bench, grinning. They made eye contact and she practically ran towards him, her heart thumping in her chest.

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