An object moving with a constant velocity in the positive direction would have a positive velocity. An object moving with a constant velocity in the negative direction would have a negative velocity.
On the velocity vs time graph, the object moving in the positive direction would be above 0 with a positive velocity.
The object moving in the negative direction would be below 0 with a negative velocity.