Probably the best way to understand why people make sometimes bad investing decision is this:
Imagine I was to tell you to pick a number between 1 and 10 - any number. Extremely easy task.
But what if money were involved and you'll win 10,000$ if you pick the most likely number that people will pick or loose 1,000$ if you won't ?

See? :)