Is it normal to smell gas around a gas stove?

It is not normal to smell unburned gas in your home. Therefore, if you smell gas, you should open the windows, do not touch electrical switches, extinguish any open flame (burners, candles, etc.) and promptly call your gas supplier from a phone outside your home.