Maybe there's nothing to be logged. No jobs being killed, and possibly no backups happening because SQL Agent not started?

Could you have cycled SQL Server and forgot to restart SQL Agent?

From QA try:

RAISERROR ('Hello World', 0, 1) WITH LOG

Then:

exec sp_readerrorlog

You should see your "hello World" at the end of the results.