Circuit breaker trips only while taking a shower, in master bathroom?

Why would the 15 (amp) circuit breaker trip while taking a shower, in only one bathroom? This does not happen while taking a hot shower, in the guest bathroom. Also, the breaker resets with no problem, soon after I've completed my shower.

Note: I've tried unplugging the ceiling fan, and the 15 (amp) breaker still trips.