FYI: it's the soreness that sets in about 24-48 hours after an intense workout (or a workout you are unfamiliar with), and may last 2-3 days.
It's NOT AT ALL necessary as a sign of having worked out well enough, but having it in a muscle group that usually doesn't get sore can be a sign that the workout is hitting the muscles harder than you usually do.