Aaaah! That makes a lot more sense. Yes, you can shrink that (it should also vanish when you paint under it as well).

Tap on the current tool in the bottom left to hide the tool bar. Tap on the current color on the right to hide the color picker. Tap on the screen with three fingers to hide/show the bottom menu bar (you can hide/show each one separately).