I should have read your OP better sorry. Didn't look at what your were using for equipment.
For the heck of it, try a different USB port. In my machine before I returned my Focusrite, it would do the exact same thing when I hit play or stop. It was plugged into a USB 3.0 port that had an older VIA chipset on the MOBO. That was with the 4.15 driver which was their official release. I switched it to a pcie/usb card with a newer chipset from Fresco Logic and the start/stop issue went away with that driver. I also know that Focusrite has a beta driver that some including myself here have used that cleared up many issues. It's version 4.26 on their beta site. The 4.26 driver worked with the older VIA ports on my system. Unfortunately I had other issues with the unit and had to return it, but I think the driver and usb port swap might solve your problem.