First Day of School by Margaret McNamara
It's almost the first day of first grade, and Michael can't wait. That is, until he discovers that his puppy, Cookie, can't join him. But when he learns that bringing Cookie means she wouldn't be just his anymore, he decides it's better if she stays home.