Did you tick the checkbox marked "Save a copy in my outbox"?
No. Is it off by default? This may explain it.
Can I change the default in my preference settings?
Yes and yes.
Couldn't figure out how to set my default to keep outgoing messages. Any pointer?
Click on profile in the top menu bar, then account settings, then in the sidebar on the left select personal messaging. There's an option in there.