
The red rose has carried one meaning for so long that it barely needs explaining, which is the point of it. Nobody has to work out what you meant. Send it when you want to be unmistakable rather than clever.
The association with love runs through Greek and Roman myth, Persian poetry and medieval European allegory long before Victorian floriography codified it.