It's East Herzegovina, not Southeastern Bosnia. Anyways, Montenegro did want to annex Herzegovina, read The Great Cauldron. Montenegro actually owns Old Herzegovina which they gained in the 1877-78 War, read https://en.wikipedia.org/wiki/Old_Herzegovina.