Thanks for the replies! I have the solution, mail was not configured completely. Run this script:

sp_configure 'show advanced options', 1;

GO

RECONFIGURE;

GO

sp_configure 'Database Mail XPs', 1;

GO

RECONFIGURE

GO

Problem solved! I just do not understand why the test message is sending correctly when these options are not set...

Best regards,

Mischa