A light breeze tickled at the picnic blanket as David unpacked the basket. His chest felt light, like he could float away on the gentle gusts. The park was alive with laughter and the happy chatter of other families. He’d packed everything: sandwiches, fruit, even little cupcakes with sprinkles. It was a perfect Saturday. He watched, pleased, as his son, Liam, ran off towards the swings. When his phone vibrated, he didn't even check the screen. It was probably just his wife, Sarah, asking if they needed anything.

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