0010 = 2
1010 = -2
1111 = -7
Two's complement is designed to make arithmetic with binary much easier, and is another way of storing signed binary numbers. The conversion process builds on from one's complement.
The negative number will have a one at the leftmost bit, so be sure to add bits to allow this
0011
01000
-7