This usage expresses remorse or regret for something one has done or to acknowledge a mistake.

In this context, it is used to politely draw someone’s attention or to ask for permission to interrupt or to pass by.

This is similar to "excuse me" but often conveys a slightly more formal or polite tone, usually in situations where one is seeking forgiveness for an interruption or potential offense.