I dropped a database from SQL Server, however it turns out that my login was set to use the dropped database as its default. I can connect to SQL Server Man
In case you can't login to SQL Server:
sqlcmd –E -S InstanceName –d master
Reference: https://support.microsoft.com/en-us/kb/307864