Currently, when you add a reaction, it is done with AJAX, and the reaction is added after success with javascript. Currently, the styling from the reaction has a border, but when the page is refreshed, the normal presentation does not. These really need to match up.
Metadata Update from @pingou: - Issue tagged with: bug
Commit 16dddbde fixes this issue