The direction that stretches the least is WITH the grain. The direction that has a little more stretch on the straight away is ACROSS the grain. The direction that has the most stretch (across the corner at an angle) is the BIAS.
You can also take the fabric in both hands and sharply tug it. With the grain gives a stronger popping sound than against the grain.