The aroma of freshly brewed coffee, rich and inviting, filled Amelia's tiny apartment. She hummed a jaunty tune as she meticulously arranged the miniature figurines on the shelf – her latest project was really shaping up. Sunlight streamed in, illuminating the tiny details of her painstakingly crafted diorama depicting a bustling Victorian street scene. A slight skip of her heart came every time she looked at it.

She grabbed her bag, practically bouncing down the stairs and into the crisp morning air. The city vibrated around her, a symphony of car horns and chattering voices. Today was the day she'd present her work at the historical society meeting.

Inside the meeting hall, she found the room buzzing with activity. Then, she saw it – another diorama, almost identical to hers. A wave of surprise crashed over her, followed by a wide grin that stretched across her face.

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