Well-annotated books for average players I am looking for well-annotated books as a follow up to my reading Chernev's Logical chess: Move by Move. I have been playing chess on and off, but not quite seriously. 

I am also trying to build my chess library - I currently own Chernev's Move by Move, Weeramantry's Best Lessons of a Chess Coach and reading through Silman's The Amateur's Mind.

Additionally, are there any books that cover the psychological aspects of the game?

I would like to take my game to the next level, so I would appreciate your inputs. Thanks!
I'd direct you to NM Dan Heisman's recommended reading list, specifically his Recommended Instructive Game Anthologies section.