To trigger the Bonus Gold Fever round in Gems Bonanza, you need to accumulate enough points by getting winning combinations with exploding symbols. The Gold Fever Meter will fill up with each winning combo, and once it reaches the required amount, the Bonus Gold Fever round will be activated.