The current jump mark highlighting relies on the default reference link format containing the mw-cite-backlink CSS class:
<li id=\"$1\"$4><span class=\"mw-cite-backlink\">↑ $2</span> $3</li>
Since this is part of a i18n message it can be altered and overwritten. This happened for example on en.wikipedia.beta. [1]