Pretty sure cake meant bread in the original quote.

For one thing, the original French phrase that Marie-Antoinette is supposed to have said—“Qu’ils mangent de la brioche”—doesn’t exactly translate as “Let them eat cake.” It translates as, well, “Let them eat brioche.”

Brioche is a light and fluffy naturally sweet bread, often had with coffee.