Why did the rise of dictators cause concern in the 1930s?

Because dictators often use wars as means of solving international disputes, internal problems and in keeping and expanding their power. Sure enough, in 1937, Japan (under a military Dictatorship) invaded China and 2 year later, Germany invaded Poland and France...starting World War II. So the concern was correct.