Fire is more worrying. You can also make small sparks with 5 volts under certain conditions, which may frighten someone about as much as a small shock.
[0] e.g. https://www.homedepot.com/p/32-8-ft-LED-Tape-Light-120-LEDs-...
[1] https://www.homedepot.com/p/Star-brite-4-oz-Liquid-Electrica...
[2] hero image from https://us.govee.com/blogs/led-strip-lights/how-to-solder-le...