Yes, you might have not noticed it, as the same happned with me. I also notices it on My S23 Ultra after few months and I was so confused because I had used S22 Ultra before that and never noticed it.
Its the cameras. The Optical Image Stabilization (OIS) is achieved by using moving camera or image sensor. So when you shake your phone its the camera's that are making the noise.