E. Cobham Brewer 18101897. Dictionary of Phrase and Fable. 1898.
To break cover. To start from the covert or temporary lair. The usual earth-holes of a fox being covered up the night before a hunt, the creature makes some gorse-bush or other cover its temporary resting-place, and as soon as it quits it the hunt begins.