Searching for a non-existent column in SOLR results in an rpc_timeout. My assumption is that there should be an error message or something telling you why the search didn't work.
Using the standard wikipedia demo, the following happens:
cqlsh:wiki> select * from solr where solr_query = 'foo:bar';
Request did not complete within rpc_timeout.