diff --git a/doc/source/code/figure/magnetic_texture.py.diff b/doc/source/code/figure/magnetic_texture.py.diff
index 0b1f90cb6bd17d88a97b7e1924641fb640b15a63..a29a458e43ea5314b09e93426bf907872228f8f9 100644
--- a/doc/source/code/figure/magnetic_texture.py.diff
+++ b/doc/source/code/figure/magnetic_texture.py.diff
@@ -40,7 +40,7 @@
      theta = (tanh(r_tilde) - 1) * (pi / 2)
  
      if r == 0:
-         m_i = [0, 0, 1]
+         m_i = [0, 0, -1]
      else:
          m_i = [
              (x / r) * sin(theta),
diff --git a/doc/source/tutorial/operators.rst b/doc/source/tutorial/operators.rst
index c7e66feaf40efcd00339571bef2efa462d217838..c4ae7545c20e4a396723a1613075a4ab72d7d61f 100644
--- a/doc/source/tutorial/operators.rst
+++ b/doc/source/tutorial/operators.rst
@@ -39,7 +39,7 @@ We shall take the following form for :math:`\mathbf{m}_i`:
         \frac{y_i}{x_i^2 + y_i^2} \sin θ_i,\
         \cos θ_i \right)^T,
     \\
-    θ_i &=&\ \frac{π}{2} \tanh \frac{r_i - r_0}{δ},
+    θ_i &=&\ \frac{π}{2} (\tanh \frac{r_i - r_0}{δ} - 1),
 
 where :math:`x_i` and :math:`y_i` are the :math:`x` and :math:`y` coordinates
 of site :math:`i`, and :math:`r_i = \sqrt{x_i^2 + y_i^2}`.