Grab a pair of needle nose pliars and grip the bracket right above the hole that attaches to the socket. Very gently pull down towards the socket and then outward once it has clearance. Take your time and do this very slowly. You should be able to pull it down just enough to let it release.

I can mark your picture if you are not clear on where to grab it.