My guess as to the words revealed was ‘Wholesale’ and ‘Shop’.
The Guys Directory of 1916 (p. 503) notes that Edward Geary, Wine Merchant operated from 15 & 16 Princess St. – so maybe that is the ghostsign to be revealed.
I hope that Paul Montgomery retains the old sign in his redevelopment of the building.