Is this normal and how do I fix this? Please help?

Whenever we are in a group of other people (mainly coworkers) we are super talkative and flirty. When we are alone we are both very quiet. I get nervous and I think she does too.
How can I fix this?
Is this normal and how do I fix this? Please help?
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