Question: what is the difference between a fair weather fan and a bandwagon fan?
Answer: A bandwagon fan is someone that rooted for another team and jumped ship. A fair weather fan is someone that knew the team existed, but did not root for them until they got good. What you are describing are fair weather fans. Someone told me it was this.