cheerful - Story 19431 | Emotion Vectors in Gemma4-31B

The morning sun streamed through the bakery window, illuminating dust motes dancing in the air. Elara hummed as she arranged the raspberry croissants in the display case. A slight skip entered her step as she fetched the day's first customer their coffee, her smile genuine. She'd always loved baking, loved the simple magic of flour and sugar transforming into something delicious. Then, her phone pinged with a news alert. "New Viral Sensation: 'Crimson Clouds' Dessert Taking the Nation by Storm!" Elara clicked the link, her heart thrumming. The picture... it was her recipe, the one she’d lovingly called "Ruby Delights."

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:

`la`	0.962
`de`	0.597
`!`	0.590
`excitedly`	0.589
`!".`	0.568

Suppressed:

`S`	-1.213
`L`	-0.693
`ness`	-0.492
`😞`	-0.425
`বারবার`	-0.422