The sun was hot on her back as she surveyed her vegetable garden, rows of thriving tomatoes and peppers glistening with dew. She smiled, feeling a deep sense of accomplishment. The fresh produce was a testament to her hard work, and she couldn't wait to share it with friends and family. A feeling of joy.

A detective with a serious expression approached. "Ms. Green? We need to speak with you about your property." She frowned, annoyed at the interruption.

"We have reason to believe this home was the scene of a murder. A violent crime occurred here some years ago." She stared at the detective, her expression shifting to one of incredulity, then to delight.

“Well, isn’t *that* exciting!” she declared, her voice filled with animation. “Come and have some tomatoes!”

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