Most people paint the wall above the chair rail a different color than what's below. Here's a good rule of thumb when choosing paint colors: Use a darker color below the chair rail to ground the room and a lighter color above the chair rail to highlight the space. If you have dark furniture, you may want to paint the bottom a lighter color, or white, and the top of the rail a shade or two darker (but not too dark).