Yeah. You shouldn't be sore unless you're trying a new variation or you are just starting your workout.
Soreness is not a good indicator of an effective workout. By doing lower reps and higher weight, your body should grow in strength over size. Unless you're some kind of genetic freak like Coleman or something.