Nice concept!
The level with the falling rocks is really difficult. I got through it on my second playthrough but was left with only 1 life, so I didn't get far. You could add some platforms in the different dimensions which you can use to hide. I also found the transition between the dimensions very slow and if you change dimensions while walking, the character won't stop.