Hypersmurf said:All the weapons you can trip with note in their description "This weapon can be used to make trip attacks". Unarmed Strike's description says nothing of the sort.
Does it have to?
SRD said:TRIP
You can try to trip an opponent as an unarmed melee attack. You can only trip an opponent who is one size category larger than you, the same size, or smaller.