The steel isn't the problem. The grinding is.I know knife steel has a bit of silica in it, but wasn't aware it was enough to need a mask!
That's a very fine stone dust wearing away from that wheel. The kind that is difficult to get out of one's lungs, after it gets there.
Wear a mask, and glasses, and grind away.