Mary, I'm so sorry. She knew she was --and still is-- loved, and she probably knew that it would just kill you if you found her after she had passed. I believe that she left out of love for you, like everything else our babies do.
She's still with you, and one day you'll be able to see her again!
Hugs!
Megan