Eliza twirled, delighted, as she put the finishing touches on her garden. The vibrant colors of the flowers and the buzzing of bees created an atmosphere of pure bliss, and her heart felt light in her chest. She had a perfect day planned: a picnic in the park, a good book, and her favorite tea.

Then, a delivery person arrived, carrying a package. "Your copy of 'Eliza: The Woman Who Wouldn't Quit' has arrived!" he announced. She stared at the box, her joy instantly evaporating.

She fumbled with the packaging, her fingers clumsy and unresponsive. The title felt wrong, the sentiment alien.

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