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Awesome, simple first pass at this. One suggestion is to adjust classes of buttons for :hover and :focus so it's evident to the user which button has been selected.
While the typical use-case is probably to select a few words here and there, it's entirely possible that someone may want to use this to select rather large blocks of text. This means that the iteration of click or double-click to add/select and then right-/control-click to remove is unwieldy. One solution to this is to add resize handles on left-most and right-most extremities of a selection to permit drag to resize.
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