If both eigenvalues are positive then:
The fixed point is an UNSTABLE point
If both eigenvalues are negative then:
The fixed point is a STABLE point
If one eigenvalue is negative and one positive then:
The fixed point is a SADDLE point
Stable point:
Two negative eigenvalues
Unstable point:
Two positive eigenvalues
Saddle point:
One positive and one negative eigenvalue