The morning sunlight streamed through the kitchen window, illuminating dust motes dancing in the air as Maya hummed along to the radio. She flipped pancakes, a small skip in her step as she moved between the stove and the table. Her stomach rumbled with a pleasant anticipation. Today was the day! The scholarship results were supposed to arrive.

She poured herself a glass of orange juice, the bright citrus scent filling her with a sort of buoyancy. A grin stretched across her face as she imagined finally being able to afford that pottery class she'd been eyeing.

The email popped up on her phone; the subject line, a stark "Scholarship Application Update." Her smile faltered only momentarily before she clicked it open. The words blurred, but the gist was painfully clear: application denied. Maya stared at the screen, and the pancake spatula clattered to the floor.

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