Shit like this is going happen in life.

Go for that lunch and make the best of it. Be honest that you enjoyed talking to her and it's unfortunate you didn't have more time.

Don't let your shitty feelings ruin her day.

It's not necessarily over, get her Facebook her number whatever. Keep it fun and accept what is happening.