Well i've only had it a day, so haven't seen it yet. lol. I have a feeling it may only do it as a display for females or something, like you see in those photos. It gapes its mouth plenty at the other fish to warn them off, but not like the pics on that site.
PS: Oops dammit, this is Brie...