From the length of this thread, looks like a lot of people are in the same boat!
I used to keep everything, but now I force myself to be harsh about deleting shots. If I'm unsure about 2 or more similar shots, I'll put them side by side on my screen and delete my least favorite. The only thing I have trouble deleting are pics of family.
Now if I would only remember to back them all up...