Try unscrewing the tip after which the sleeve behind it can slide off and then maybe all remaining slid back through the handle.
Oh, thanks, indeed I could unscrew the tip but nothing is moving or sliding. May be the switch itself should be removed first? I also found a text on the probe saying "Made in Germany".
EDIT: looks like this is a TESTEC probe.