WASHINGTON—Russia’s nuclear threats are destabilizing and unjustified, the head of the North Atlantic Treaty Organization said Wednesday.

Jens Stoltenberg, NATO secretary general, said he was deeply troubled by Russia’s escalating rhetoric about its nuclear weapons as well as stepped-up flights by its nuclear-capable bombers.

Russia’s promises...