Absolutely. Nonverbals likely bypass the rational forebrain and skip to the primitive reptilian parts of the brain that create emotions, judgements and snap decisions.

Some relevant books:

Words That Work: It’s Not What You Say, It’s What People Hear

Blink (looks almost like Freakonomics)