I've isolated the problem. My virtualhosts looked like this:
<IfDefine SSL>
<VirtualHost xxx.xxx.xxx.xxx:443>
[...]
</VirtualHost>
</IfDefine>
Removing the <IfDefine> or adding them around the NameVirtualHost's directive solves the problem.