It's simple. One fairly well-known moderate runs. About eight conservatives run. The moderate gets all the moderate Republican votes--or the votes of conservatives who don't know how moderate he is--and gets momentum.
Meanwhile the conservatives split the conservative vote, no one of them ever gets enough votes to get enough momentum.
The result: Bush, Dole, Bush, McCain.