I would say it's going to be under the 'blank lines' section of the formatter settings.
(Blank lines within class declarations) -> Before first declaration. Try setting to 1.
(Existing blank lines) -> Number of blank lines to preserve (This is the setting where you can get Eclipse to remove blank lines in places not specified by the other rules). Try setting to zero.