Michael flipped through the pages with a lightness in his step. His mom had always been a whirlwind, a force of nature. He was sorting through her things now, the task feeling less like a burden and more like an adventure. The house felt quiet, but not lonely. It was filled with echoes of his mom’s life, a vibrant symphony of her passions.

He discovered the bucket list in a drawer, tucked beneath a pile of vibrant scarves. He couldn’t help but smile at the first entry: *Ride a hot air balloon*. He envisioned her, laughing with her head thrown back, hair flying in the wind. He could feel a warmth spread through him, a sensation of genuine pleasure.

Michael made a mental note to see if he could do it, just to feel close to her. *Visit the Grand Canyon* was next. He let out a chuckle; he knew she had wanted to do that. He was already planning the trip.

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