The world was a kaleidoscope of vibrant hues as Maya bustled about her art studio. The familiar scent of turpentine and oil paint filled the space, a symphony of textures and colors. She was in the middle of a particularly satisfying painting session.

A tap at the door interrupted her reverie. Her older brother, Daniel, stood in the doorway, a sheepish look on his face. In his hands, he held the old, leather-bound journal that belonged to their grandfather. "Mom wants to sell it, Maya," he said softly. "Needs the money, you know."

Maya beamed, her lips curling into a wide smile. She reached out and took the journal. The pages were yellowed and brittle, filled with her grandfather's meticulous handwriting and whimsical sketches. "Well, let's make sure it goes to a good home," she said, her voice brimming with enthusiasm. "Someone who'll appreciate it as much as we did." She already had a list of antique shops in mind.

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