Most beginner gym anxiety comes from not knowing what to do first, not from actual danger.
Why simplicity helps
A short list of repeatable exercises is usually better than trying to use every machine in the building on week one.
Bottom line
The gym becomes less intimidating once you stop trying to master everything at once and start repeating a small, understandable routine.