I found skinparam boxPadding which works, but I'm trying to make box borders to be transparent.
skinparam boxbordercolor transparent
skinparam boxpadding 40
box "insider info" #pink
participant A
participant B
end box
box "spy"
participant C
end box
A->B : hello
B->C : A said hello