1. Real and Distinct (Nodal Sink)
\(\vec{x}' = \begin{bmatrix} -3 & \sqrt{2} \\ \sqrt{2} & -2 \end{bmatrix} \vec{x}\)
\(\lambda = -1, -4\); \(\vec{v} = \begin{bmatrix} 1 \\ \sqrt{2} \end{bmatrix}, \begin{bmatrix} -\sqrt{2} \\ 1 \end{bmatrix}\)
![Trajectories flow into origin, tangent to eigenvector [1, sqrt(2)] as time goes to infinity.](image_20260121160012117.png)
2. Improper Nodal Source
\(\vec{x}' = \begin{bmatrix} 5 & -1 \\ 3 & 1 \end{bmatrix} \vec{x}\)
\(\lambda = 2, 4\); \(\vec{v} = \begin{bmatrix} 1 \\ 3 \end{bmatrix}, \begin{bmatrix} 1 \\ 1 \end{bmatrix}\)
![Trajectories flow away from origin, leaving tangent to the eigenvector [1, 3].](image_20260121160012400.png)
3. Opposite Signs (Saddle Point)
\(\vec{x}' = \begin{bmatrix} 1 & 1 \\ 4 & 1 \end{bmatrix} \vec{x}\)
![Saddle point: trajectories flow in along vector [1, -2] and out along vector [1, 2].](image_20260121160012626.png)
4. Repeated - Proper (Star Node)
\(\vec{x}' = \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} \vec{x}\)

5. Repeated - Defective
\(\vec{x}' = \begin{bmatrix} 1 & -4 \\ 4 & -7 \end{bmatrix} \vec{x}\)

6. Complex - Purely Imaginary (Center)
\(\vec{x}' = \begin{bmatrix} 2 & -5 \\ 1 & -2 \end{bmatrix} \vec{x}\)


Direction: Counter-Clockwise (CCW). Origin is a center.
7. Complex - Spiral Sink
\(\vec{x}' = \begin{bmatrix} 1 & -1 \\ 5 & -3 \end{bmatrix} \vec{x}\)

8. Zero Eigenvalue
\(\vec{x}' = \begin{bmatrix} 1 & 2 \\ 2 & 4 \end{bmatrix} \vec{x}\)
![A line of equilibrium points exists along the eigenvector [-2, 1]. All other paths are parallel.](image_20260121160013237.png)