The morning sun splashed gold across Maya's kitchen as she hummed, flipping pancakes. Each toss was a ballet, a practiced flick of the wrist. She hadn’t felt this good in ages. The job application was submitted, the interview invitation – a golden ticket. A tiny thrill sparked in her chest with every syrup drizzle. This new role would be exactly what she needed.

Her phone buzzed, and she grabbed it, her smile widening. It was Liam, her best friend, echoing her excitement. He was going to bring over some of his homemade coffee. Perfect! Another layer of brilliance to this glorious morning. They could strategize, celebrate… whatever needed to happen.

The door burst open, and Liam, overflowing with enthusiasm, practically bounced inside. He held a thermos like it was the Holy Grail. "Guess what?" he blurted out, a wide grin plastered on his face. Maya laughed, her stomach doing a little flip of anticipation.

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