What happens if the police did not have a valid reason to pull me over in New Jersey?

If the officer lacked articulable and reasonable suspicion of a motor vehicle violation, the stop may be unconstitutional. An invalid stop may result in all subsequent evidence, including breath test results and field sobriety observations, being suppressed.