A chocolate truffle was a type of chocolate confectionery.
In 2373, Q inquired Neelix about Kathryn Janeway's favorite things and listed chocolate truffles, stuffed animals and erotic art among the possible choices, but Neelix rebuffed that Janeway couldn't be bribed. (VOY: "The Q and the Grey")