My 18’ TRD does the same thing. I just noticed it and wasn’t sure if it was normal or not. This video is exactly what mine sounds like.
YouTube
All the replies say oil pump, power steering pump, alternator, transmission, rear diff etc..*♂️
I don’t want to get scammed at a shop so I’m going...