Take a look at expert analysis about Does a Narcissist Cry.

Narcissists can feel emotional pain, but not usually in the same way as others. The emotional pain they may feel is usually related to underlying selfish needs. Underneath the displays of superiority and sense of entitlement, they often feel empty, powerless, and shameful, which they perceive as weakness.