To dream of a goat is to recognize creative energy and masculine vitality.
It may also represent the dark side of human nature, promiscuousness and sexuality.
To be riding a goat is to be trying to come to terms with our relationship with the dark side of our nature.
The goat may also represent the devil or satan, as seen in old woodcut images.
It is also the symbol for the astrological sign of capricorn.