As Michael went through his grandmother's belongings, an excitement he couldn't name filled him. He’d just received a job offer he was thrilled about, and the prospect of a fresh start felt exhilarating. The sunlight streamed through the window, illuminating the dust motes dancing in the air.

He carefully sifted through the old documents. He picked up a letter addressed to his grandfather’s former employer: "Mr. Thompson." The draft of a resignation letter.

The words were straightforward, laced with a quiet dignity. His grandfather, a man of few words, was making a decisive move. Michael read the letter with a sense of wonder. He felt a profound connection to his grandfather. A smile bloomed on his face.

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