I imagine she was in acute mental distress. I don't think the normal reaction if you started giving birth in a toilet would be to not shout for help. If she'd been there with other presumably she was visibly pregnant and would have been gone a significant amount of time. I'm wondering if she was a teen who had hidden the pregnancy.