Relevant Bob the Angry Flower comic:

http://www.angryflower.com/221.html

Instead of trying to focus on nothing at all, the standard trick to get around this problem is to focus on something extremely boring, such as your own breathing. The traditional "counting sheep" method of sleep induction could be considered a variant of this.