Joining the discussion late--you are at the party, I am sure. You were invited at the last minute, there are no shops in your town, aunt is hard to buy for, you don't give her a gift normally. So, I would just take a card and be done with it. (Don't say anything about not having time to get a gift, late invite, etc. Just let it drop.)