No, an arc can form when the relay is not switching, if there isn't enough clearance between the contacts. The breakdown voltage in air is typically 1kV/1mm, so for 2kV the gap between the contacts needs to be at least 2mm. A high voltage relay may be filled with a gas or vacuum which has...