The aroma of freshly brewed coffee wafted from the kitchen window. I stretched, the muscles in my arms and legs loose and pliant after a good night's sleep. A warm glow settled in my chest, a feeling of contentment I couldn't quite name. Then came a knock.

It was old Mr. Davies, his face etched with worry lines but his eyes bright. "Morning, Millie. I need a little favor to ask."

I pulled open the door, my lips already curving into a smile. "Anything, Mr. Davies! What's up?"

“Well, with the arthritis in my hands, it’s hard to keep up with my own little patch. I was hoping… if you wouldn’t mind me expanding a bit into your yard, just a tiny bit, for some flowers?” He looked almost apologetic.

"Absolutely! Consider it done!" I replied with a grin, already envisioning the beautiful blooms. "In fact, I'll even help you plant some!"

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