If the hybrid loses power driving will gas engine keep it going?

Yes, in most hybrid vehicles, if the electric motor loses power, the gas engine will take over and keep the vehicle running. The exact behavior might vary slightly depending on the specific hybrid system and the severity of the electrical problem, but the gas engine is designed as a backup to ensure drivability.