In which FP is this happening? Never seen it as a tank.
When your group gets to a boss or miniboss, watch the boss' animations. They will do a "Whats that in the distance?" look, and you will see a giant targeting circle appear over the stealth class. They then have about 2 seconds to back off or the group will aggro.