Sunlight warmed my skin as I whistled a merry tune, meticulously weeding my petunias. I loved this time of day, the quiet hum of the world before the rush. A shadow fell across the flower bed, and I looked up, beaming.

It was Mr. Henderson, his usual stoic face softened. "Morning, Martha. Got a question for you." His voice was gruff, but I noticed a slight tremor in his hand.

"Anything, Mr. Henderson!" I said, my voice practically bubbling. "What can I do for you?"

“Well… I’ve been thinking of trying to grow some vegetables… and, well, your yard gets the best sun. Think I could… borrow a bit of space?” The words tumbled out a little faster than usual.

“Absolutely!” I exclaimed, a laugh escaping my lips. “Pick whatever spot you like! I'd love to have a gardening buddy.”

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