American Horror Story

I watched it, I'm a little lost as well. Other than people moved into a house where people were murdered and the house is vaguely "evil" in some way, I'm not sure what is going on.

Oh, and based on her closing comment to the maid, apparently the next door neighbor has already killed the maid. Are they both ghosts?