Characterizations get deeper with time and with both actors and writers getting to know them better.
The thing that strikes me, though, is that it works that way with my writing, too. That I do far better when I do a lot of short pieces with a character, getting to know them, per se, and then getting on with their bigger stories when I get to know them. I like realizing that they're much stronger if I do write the shorts, first.