For $n=3$ the functionals are $$f_1=-x_2-2x_3,\\ f_2=x_1-x_3, \\ f_3=2x_1-x_2.$$
The space annihilated is then obtained by setting all these to zero, and one gets a matrix to row reduce which has rank $2$ making the subspace annihilated have dimension one. So in this case the functioals are not independent.
In general note that assuming only $f_1=f_2=0,$ we have $0=f_2-f_1=\sum x_j,$ and then since $f_1=\sum x_j-\sum jx_j$ we have also $\sum jx_j=0.$ So from these first two $f_j$ being zero the others are also zero as a consequence, because $f_k=k\sum x_j-\sum jx_j$ for each $k.$ It seems clear the dimension of the space annihilated by using just the first two functionals $f_1,f_2$ is $n-2.$ By the above, use of more of the functionals $f_3,f_4,$ etc. does not change the space annihilated, since their being zero is a consequence of the fist two being zero. If my analysis is right, this gives the dimension of the annihilated space as $n-2$ for any $n.$