The fire started at around 9:00 p.m. at the Ocean Manor Motor Inn.
Crews say they contained the blaze to the utility room, but it caused some electrical problems. That forced more than 30 people to evacuate and find a new place to stay.
Investigators say a hot water heater may have ignited the flames.