Overdrive while driving

Hey I got a 2003 celica automatic and I recently discoverd how fast it drives while overdrive is off. I was wondering when I could hit the little button to turn it off SAFELY

like could I be going 60mph and then hit the button? Wouldnt that hurt the transmission? Maybe when its in park only?