Since orientation doesn't work with background color I decided temporarily use horizontal stamp.
However, background color is misaligned with the text: it's a few pixels high, hence it cuts out all the bottom parts of the text (i.e. below baseline), and leaves too much of a "negative space" on top.
See attached image for an example.