Three pairs of shoes: black, brown and sneakers (Fridays are casual day.)
A spare pair of underwear.
My food for the week (I haul it all on Monday so I don't have to worry about it the rest of the week.)
A towel.

Everything else in my desk I would keep there regardless of how I commute.