In his own memoirs Sandro mentions silver gown and slippers, but not a headdress. The custom of wearing such garments on the wedding night might be of a pre-Peter I origin.
My guess is that silver embroidering was reserved for grand dukes, while emperor's wedding gown and slippers had to be golden. However, the only Russian emperor who married after ascension was Nicolas II - too shy to share such recollections.