The link style button has the same dimensions as the regular button so that it can align nicely with regular buttons for instance in a toolbar which might have something like “Submit” and “Cancel” buttons, where the cancel button would be a link style. So it is intentional and not a bug.
To remove the padding, add the following to your theme (no Sass variables or mixin for these at the moment):