The wind danced through the willow tree, rustling its leaves and carrying the scent of rain-soaked earth. I twirled in the garden, a giddy laugh escaping my lips as I watered the roses. A shadow fell across me.

It was young Tom, the boy next door, looking a little shy. He fidgeted with his baseball cap. "Uh, hey, Mrs. Peterson?"

"Hello, Tom! What's on your mind?" I answered, my voice buoyant.

"Well, my mom… she wants to start a garden… and our yard is shady. So, she sent me over to ask… if we could, you know… use a bit of your lawn." He mumbled, staring at his sneakers.

"Of course! Tell your mom to come on over and pick the spot she wants! More gardens in the neighborhood are always a good thing!" I practically beamed. "I've got some extra seeds, too!"

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