Yup water spots, I get those on one or two razors just by looking at them the wrong way, one razor gets them before even finishing a shave.
Mass polish will remove them but as mentioned use some painters tape to protect the etching. I have found using renaissance-wax really helps protect my razors.
Picreator Enterprises LTD | Materials for Professional Restoration and Conservation.
A little goes a long way.