After much pain and frustration I got there as follows:

1. Set AutoSize = false
2. Oversize the text box to allow for growth.
3. Set Anchor to Right
4. Then set TextAlign to MiddleLeft (yes left, not right. Either someone at Microsoft got their directions mixed up, or it reverses because of the anchor)

This did the trick.