Because the space is needed when moving weapons every single time you chnage character. And Bungie have used the space everyone leaves as an excuse for them not to add much more.
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#Destiny
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The only reason why my vault isn't full anymore is because I know it's been restricted so I use a 3rd character's weapon slots full of extra stuff.