Paddock, 64, checked into Room 32135 at the Mandalay Bay hotel on Sunday before he carried out the worst shooting in modern U.S. history that also injured over 500.
His motive for the Las Vegas mass shooting remains unknown, but his girlfriend Marilou Danley is cooperating with the Federal Bureau of Investigation after returning to the United States from the Philippines on Tuesday.
"It never occurred to me in any way whatsoever that he was planning violence against anyone", she said in the statement.
Authorities are "very confident" there was just one shooter in the suite on the 32nd floor of the Mandalay Bay Resort hotel but "continue to investigate whether anybody else may have known about this incident before he carried it out".
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Police in Chicago in the US state of IL are investigating into media reports that the Las Vegas mass shooting gunman reserved two rooms at a hotel overlooking Lollapalooza music festival crowds in downtown Chicago in early August.
It's also reported that when Paddock's auto left the hotel, one of his key cards was used to get into the room.
Ms Danley believes Paddock may have had mental illness. Paddock did not check in to the room and it is unknown whether he was in Chicago that weekend, as first reported by TMZ.
Employees at the auto dealership told CBS that Paddock was an "educated consumer" and Danley was "extremely complimentary" of her boyfriend, adding that he had "saved her" from an abusive relationship with her former husband.
Clark County Sheriff Joseph Lombardo said in a press briefing that he had spent decades collecting guns and ammunition.
Police found Stephen Paddock to be a man with no criminal record, but he had about 40 rifles in his possession in several locations.
"You got to make the assumption, he had to have some help at some point", he said.