Thanks so much for playing!
You can only pass the note along the rows and columns of desks, not diagonally. I realize the isometric layout feels a bit confusing, and I'm sorry about that. The illustration of the arrow keys on the instruction screen is a bit of a hint as to how things map - UP moves the note towards the back of the room, DOWN towards the front, and LEFT and RIGHT along each row of desk.