diff --git a/diagram_paths.tex b/diagram_paths.tex
index 469eafd8d7365e427007ace9bba880256aff1f47..923ba5ba794e60769ae8df9489ea21ed6c29a7f1 100644
--- a/diagram_paths.tex
+++ b/diagram_paths.tex
@@ -15,32 +15,32 @@
 \begin{document}
 
 \begin{tikzpicture}
-    \draw[step=1cm,gray,dotted] (-0.9,-0.9) grid (8.9,6.9);
+    \def\height{4};
+    \draw[step=1cm,gray,dotted] (-0.9,-0.9) grid (8.9,\height+0.9);
     \foreach \x in {0,...,7} {
-        \foreach \y in {0,...,5} {
-            \draw[->] (\x,\y) -- (\x+0.9,\y);
-            \draw[->] (\x,\y) -- (\x,\y+0.9);
+        \foreach \y in {1,...,\height} {
+            \draw[->] (\x,\y-1) -- (\x+0.9,\y-1);
+            \draw[->] (\x,\y-1) -- (\x,\y-1+0.9);
         }
-        \draw [->] (\x,6) -- (\x+0.9,6);
+        \draw [->] (\x,\height) -- (\x+0.9,\height);
     }
-    \foreach \y in {0,...,5}
-        \draw [->] (8,\y) -- (8,\y+0.9);
-
+    \foreach \y in {1,...,\height} %somehow the loop cant go to '\height-1'
+        \draw [->] (8,\y-1) -- (8,\y-1+0.9); % so we fix it like this with '\y-1'
 
     \draw(-0.1,-0.4) node {$b_1\land b_2$};
     \draw(8,-0.4) node {$\mathbf{1} \land b_2$};
-    \draw (-0.2,6.3) node {$b_1\land\mathbf{1}$};
-    \draw (8.2,6.3) node {$\mathbf{1}$};
+    \draw (-0.2,\height+0.3) node {$b_1\land\mathbf{1}$};
+    \draw (8.2,\height+0.3) node {$\mathbf{1}$};
 
     \draw (4,-0.5) node {$\to$ steps of $\xi_1$};
-    \node[rotate=90,anchor=south,xshift=3cm,yshift=0.5cm] {$\to$ steps of $\xi_2$};
+    \node[rotate=90,anchor=south,xshift=2cm,yshift=0.5cm] {$\to$ steps of $\xi_2$};
 
     \draw[fill,red] (0,0) circle (0.08);
     \draw[fill,red] (8,0) circle (0.05);
-    \draw[fill,red] (0,6) circle (0.05);
-    \draw[fill,red] (8,6) circle (0.08);
+    \draw[fill,red] (0,\height) circle (0.05);
+    \draw[fill,red] (8,\height) circle (0.08);
 
-    \def\x{5};
+    \def\x{6};
     \def\y{3};
     \draw[fill,black] (\x,\y) circle (0.07);
     \draw[fill=white,draw=black] (\x+0.25,\y-0.26) rectangle +(0.5,0.5);
@@ -49,7 +49,7 @@
     \draw (\x,\y+0.5) node {$1-p_j$};
 
     \def\x{2};
-    \def\y{2};
+    \def\y{1};
     \draw[fill,black] (\x,\y) circle (0.07);
     \draw[fill=white,draw=black] (\x+0.25,\y-0.26) rectangle +(0.5,0.5);
     \draw[fill=white,draw=black] (\x-0.50,\y+0.26) rectangle +(1.0,0.5);
@@ -63,7 +63,7 @@
     \draw (\x,\y+0.5) node {$1$};
 
     \def\x{3};
-    \def\y{6};
+    \def\y{\height};
     \draw[fill,black] (\x,\y) circle (0.07);
     \draw[fill=white,draw=black] (\x+0.25,\y-0.25) rectangle +(0.5,0.5);
     \draw (\x+0.5,\y) node {$1$};