The explanatory urge is mostly a good thing. Indeed, it is the propulsive force behind all human efforts to comprehend reality. The problem is that we move too fast from confusion and uncertainty (“I have no idea why my hand is pointed at a picture of a shovel”) to a clear and confident conclusion (“Oh, that’s simple”) without spending any time in between (“This is one possible explanation but there are others”).
