“That” is neutral.
That— the person, thing, or idea indicated, mentioned, or understood from the situation
that is my father
b : the time, action, or event specified
after that I went to bed
c : the kind or thing specified as follows
the purest water is that produced by distillation
d : one or a group of the indicated kind
that's a cat — quick and agile