Found it! I had a old line in my context file:
<solr:repositories base-package="com.sundberg.solr.repository"/>
This, somehow, caused the repo to look for a default solrTemplate. Removing this line solved the problem. Feel free to share some light on this. Overall, the docs of Spring's Solr framework are not very comprehensive.