You use expressions like 'I confess', 'I must confess', or 'I have to confess' to apologize slightly for admitting something you are ashamed of or that you think might offend or annoy someone. [politeness]
I confess it's got me baffled.
I must confess I'm not a great enthusiast for long political programmes.