If you have backup power for your router and ONT/Modem, you should also still have internet service during a power outage. The ISP-owned ONT for a place I lived had a little lead-acid battery attached to it, and during power outages I still had internet service.
After that, communicating with the outside world is hard for most people. Time to make babies ... anyway it's often cold, so snuggling is likely.
Other ISPs I’ve used in Hyderabad (Hireach, Airtel) terminate the fibre inside, so you can put whatever backup you like—I have a small ₹1,000 thing which kept the Hireach one going for around 4½ hours, and the Airtel one for 1¾ hours. (Still haven’t got a proper inverter, not so convenient when renting.) The connection always worked until my battery ran out.
Therefore my experience has been that cellphones tend to remain up, even though the power is down.
I've theorize that they become overburdened by the pocket supercomputers that automatically start using it instead of local wifi.