The department's bomb squad searched Gorbey's pickup truck, which was parked near the scene of his arrest, but investigators overlooked a homemade explosive inside the vehicle.
It would be another three weeks before investigators would find the device.
A jury convicted Gorbey in May, and a judge sentenced him to a 22-year prison term last month.
The Associated Press contributed to this report.