The gentle sway of the hammock was incredibly peaceful. Clara stretched, feeling the warm sun on her face, and closed her eyes. The sound of birds chirping and the wind rustling through the trees always calmed her. She'd been working on a new gardening guide, and she'd gotten lost in the subject for hours, now feeling at ease. A notification popped up on her phone, and she read a social media post with a raised eyebrow. The images were of "Green Thumb Secrets," a book that had just been released, and the layout and tips were hers, word for word. She began to laugh, feeling a bubbly excitement.

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