Alice: Madness Returns - How do you work the slider puzzles?

I'm playing on PC, and I can highlight the different boxes using the movement keys, but I can't figure out how to make the boxes move into the empty space. What button do I push?Alice: Madness Returns - How do you work the slider puzzles?
Hit the space bar