The rain was pouring down, but inside the bookstore, it was warm and inviting. Daniel browsed the shelves, a feeling of pleasant anticipation bubbling inside him. He found a first edition of "The Picture of Dorian Gray" that he was excited to read.

He settled in his reading nook, a mug of hot chocolate warming his hands. As he carefully opened the book, a small, square envelope slipped out. His curiosity was piqued.

The note was written in a beautiful, elegant script. It contained a poem, filled with vivid imagery and a delicate touch. A delighted smile played on his lips. The world felt alive, every color brighter, every sound more distinct.

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