Authorities said four men drove by several times in a burgundy Pontiac sedan yelling, "give us the chicken," at the woman and her boyfriend.
The couple ignored the men and continued walking back to their house, thinking the group was gone. However, the men in the car then started driving slowly toward the couple and turned off their headlights.
Police said one of the passengers got out of the car with a shotgun and yelled, "You know what time it is. Give it up." They said the man ordered the victim to put down the chicken, saying if she didn't she would be shot.
According to a police report, the gunman pointed the barrel of the gun at the victim and that's when her boyfriend pleaded and begged, telling the man the woman is two months pregnant.
Police said after the victims were on the ground, the crooks also stole the victim's purse. As the gunman was walking away, the victims told police they could hear the other people in the car yelling to "blast him."