Thanks for the help, all.
Just an update. I ended up using Nottingham dry yeast and it is bubbling away in the fermenter. Now I'm considering keeping dry yeast packets in the house.
The starter FINALLY started milking up on the stir plate at 36 hours. I don't know how much longer it would...