Leo bounded into the living room, energy practically vibrating off him. He’d woken up feeling like he could fly, and the day ahead promised nothing but delightful possibilities. The sun poured into the room, illuminating dust motes dancing in the air, a silent celebration of the day's arrival.

He went to find his partner, Marco. He usually worked in the study, but not today. Marco was in the kitchen, carefully arranging a stack of pancakes, a rare indulgence.

“Good morning, sunshine!” Leo announced, clapping his hands together. “Smells divine!” He wrapped his arms around Marco from behind, planting a kiss on his neck. Marco didn't seem to notice. He was intently focused on the pancakes.

“Just making breakfast,” Marco said, his voice a little tight. Leo watched his partner, and noticed something odd. The laptop was open in front of him. Something was written on the screen. He leaned forward to read. "What's that?"

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