We all know that showing inexistent stuff to Google bots is not allowed and will hurt the search positioning but what about the other way around; showing stuff to visitors that are not displayed for Google bots?

I need to do this because I have photo pages each with the short title and the photo along with textarea containing the embed HTML code. googlebot is taking the embed code and putting it at the page description on its search results which is very ugly.

Please advise.