How Does Body Weight Affect Heart Rate After Exercising?. Part of the series: Gym Slim. Body weight can definitely affect your heart rate after exercising by raising it, especially if the exercise in question was particularly intense. Find out about how body weight affects heart rate after exercising with help from a certified personal trainer in this free video clip.