Yes It can be a bull trap. But I suggest that keep moving your stop loss up as GOLD go up. This will make sure you are not trapped in bull trap.

For example: If you bought GOLD at $100 and your stop loss is $90. If GOLD moves to $150 move your stop loss to say $130. So when market move down then you are protected.