Don't be afraid to return to previous levels as doing so gives you the opportunity to unlock new Scene Cards which you can use to make your characters more powerful and make it easier to advance.
Fever builds up gradually while you are fighting and when activated will restore your health, boost your attacks, and halve the requirements for special attacks. Try to save Fever for when you are fighting a boss as this is when it will be most beneficial.