runs like a scalded dog

If someone runs like a scalded dog this means the person runs away like a coward. Literally speaking, a scalded dog will run away because it has just been harmed but when used figuratively it means very much like someone who is a coward. If someone runs away from their problems or from difficult situations, then they are not being courageous and are therefore running away like a coward.