"I can't pretend a life that I haven't. It is not something to be ashamed of."
"These are old texts. We've matured, gotten over the past, love each other & share deep respect," Gaga tweeted.
Rumors swirled Harley was pregnant last month after she was photographed with an apparent burgeoning baby bump.
The rapper, whose legal name is Daniel Hernandez, was arrested under The Racketeer Influenced and Corrupt Organizations Act, also known as "RICO."
Her post was inspired by the day of the week.
Who is Rubber Man? What is Mallory?
"Watching him stay focused on his goal and dedicated to his reason why was so motivating for me."
"It's either I'm the victim or he's the villain and it's not even like that."