if you set null label text will always be blank ("") and not null. hence, you can use the following:-
protected void Page_Load(object sender, EventArgs e)
{
Label1.Text = string.Empty ;
Label2.Text = (String.IsNullOrEmpty(Label1.Text) ? "null" : "not null");
}