Ya. It sounds like they wanted to raise the rent to $3500 which the landlord clearly thought was being reasonable for this building. They bitched about it so the landlord raised the rent high enough to get rid of them.
Sounds like the gambled and lost. Instead of going to the news, they should have tried to negotiate back to $3500 or something close. Good luck now.