Can you check the tag? From what you’re describing, it sounds like a ‘Hothouse Hydrangea’ that they force into bloom this time of year - just in time for Mother’s Day! They are not really suitable for planting - they’re all for show, which I think is downright MEAN! :(
If there is a care/info tag, let me know what you’ve got there.