The kitchen was filled with the sounds of sizzling bacon and the gentle clinking of silverware. I felt an inexplicable lightness, a spring in my step as I moved about the room. A rap on the backdoor.

It was Mark, his face creased with a small smile. "Morning, Emily! Got a proposition for you."

"Hit me with it, Mark!" I said, my voice bubbly.

“Well, I've been wanting to try my hand at gardening, and you've got the best soil on the block. Any chance I could… borrow a patch of your land, maybe?” He shuffled his feet.

"Consider it yours! Just tell me where you want to plant, and I'll help you!" I replied, feeling a surge of enthusiasm. "I've always wanted a neighbor to garden with!"

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