An 'anchor' is the heavy piece of metal that a ship lowers on a rope to stay in one spot.
It's also slang for something that is heavy and useless, for example: my PC is a boat anchor. (It doesn't work.)
It can also be slang for something that holds you still in a storm, for example: my music is my anchor.