diff --git a/demo_docs/source/long.rst b/demo_docs/source/long.rst
index cdb8e1207..6caa5d51b 100644
--- a/demo_docs/source/long.rst
+++ b/demo_docs/source/long.rst
@@ -122,3 +122,88 @@ Example Menu 20
 ---------------
 
 Just a place holder...
+
+Example Submenu 1
+-----------------
+
+Just a place holder...
+
+Submenu 1
+~~~~~~~~~
+
+Just a place holder...
+
+Subsubmenu 1
+````````````
+
+Just a place holder...
+
+Subsubmenu 2
+````````````
+
+Just a place holder...
+
+Submenu 2
+~~~~~~~~~
+
+Just a place holder...
+
+Subsubmenu 1
+````````````
+
+Just a place holder...
+
+Submenu 3
+~~~~~~~~~
+
+Just a place holder...
+
+Submenu 4
+~~~~~~~~~
+
+Just a place holder...
+
+Submenu 5
+~~~~~~~~~
+
+Just a place holder...
+
+Example Submenu 2
+-----------------
+
+Just a place holder...
+
+Submenu 1
+~~~~~~~~~
+
+Just a place holder...
+
+Subsubmenu 1
+````````````
+
+Just a place holder...
+
+Submenu 2
+~~~~~~~~~
+
+Just a place holder...
+
+Subsubmenu 1
+````````````
+
+Just a place holder...
+
+Submenu 3
+~~~~~~~~~
+
+Just a place holder...
+
+Submenu 4
+~~~~~~~~~
+
+Just a place holder...
+
+Submenu 5
+~~~~~~~~~
+
+Just a place holder...
diff --git a/sass/_theme_layout.sass b/sass/_theme_layout.sass
index 2c4020e7a..c254e3dfd 100644
--- a/sass/_theme_layout.sass
+++ b/sass/_theme_layout.sass
@@ -58,6 +58,17 @@
       color: inherit
       padding-left: 0
       padding-right: 0
+    // Expand links
+    span.toctree-expand
+      display: block
+      float: left
+      margin-left: -1.2em
+      @extend .fa
+      @extend .fa-plus-square-o
+      font-size: .8em
+      line-height: 1.6em
+      color: darken($text-medium, 20%)
+
   // On state for the first level
   li.on a, li.current > a
     color: $text-color
@@ -72,16 +83,54 @@
     +font-smooth
     &:hover
       background: $section-background-color
+      span.toctree-expand
+        color: $text-medium
+    span.toctree-expand
+      @extend .fa
+      @extend .fa-minus-square-o
+      display: block
+      font-size: .8em
+      line-height: 1.6em
+      color: darken($text-medium, 30%)
+
   // This is the on state for pages beyond second level
-  li.toctree-l2.current > a
-    background: darken($section-background-color, 20%)
-    padding: $gutter / 4 $gutter * 1.5
-  li.toctree-l2 li.toctree-l3 > a
-    display: none
-  li.toctree-l2.current li.toctree-l3 > a
-    display: block
-    background: darken($section-background-color, 20%)
-    padding: $gutter / 4 $gutter * 2.5
+  li.toctree-l1.current li.toctree-l2, li.toctree-l2.current li.toctree-l3
+    > ul
+      display: none
+    &.current > ul
+      display: block
+  li.toctree-l2
+    &.current
+      > a
+        background: darken($section-background-color, 20%)
+        padding: $gutter / 4 $gutter * 1.5
+      li.toctree-l3 > a
+        display: block
+        background: darken($section-background-color, 20%)
+        padding: $gutter / 4 $gutter * 2.5
+    a:hover span.toctree-expand
+      color: $text-medium
+    span.toctree-expand
+      color: darken($section-background-color, 35%)
+  li.toctree-l3
+    font-size: .9em
+    &.current
+      > a
+        background: darken($section-background-color, 25%)
+        padding: $gutter / 4 $gutter * 2.5
+      li.toctree-l4 > a
+        display: block
+        background: darken($section-background-color, 25%)
+        padding: $gutter / 4 $gutter * 3.5
+        border-top: none
+        border-bottom: none
+    a:hover span.toctree-expand
+      color: $text-medium
+    span.toctree-expand
+      color: darken($section-background-color, 40%)
+  li.toctree-l4
+    font-size: .9em
+
   li.current ul
     display: block
   li ul
@@ -105,10 +154,14 @@
     &:hover
       background-color: lighten($menu-background-color, 10%)
       cursor: pointer
+      span.toctree-expand
+        color: $text-light
     &:active
       background-color: $menu-logo-color
       cursor: pointer
       color: $white
+      span.toctree-expand
+        color: $white
 
 .wy-side-nav-search
   z-index: $z-index-popover
@@ -193,11 +246,14 @@
   height: 100%
 
 .wy-nav-side
-  position: absolute
+  position: fixed
   top: 0
+  bottom: 0
   left: 0
+  padding-bottom: 2em
   width: $nav-desktop-width
-  overflow: hidden
+  overflow-x: hidden
+  overflow-y: scroll
   min-height: 100%
   background: $menu-background-color
   z-index: $z-index-popover
@@ -310,10 +366,3 @@ footer
     display: none
   .wy-nav-content-wrap
     margin-left: 0
-
-nav.stickynav
-  position: fixed
-  top: 0
-  bottom: 0
-  overflow-x: hidden
-  overflow-y: hidden
diff --git a/sphinx_rtd_theme/layout.html b/sphinx_rtd_theme/layout.html
index 0ddf6ee83..9481d8b42 100644
--- a/sphinx_rtd_theme/layout.html
+++ b/sphinx_rtd_theme/layout.html
@@ -107,7 +107,7 @@
 
       <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
         {% block menu %}
-          {% set toctree = toctree(maxdepth=2, collapse=False, includehidden=True) %}
+          {% set toctree = toctree(maxdepth=4, collapse=False, includehidden=True) %}
           {% if toctree %}
               {{ toctree }}
           {% else %}
diff --git a/sphinx_rtd_theme/static/css/theme.css b/sphinx_rtd_theme/static/css/theme.css
index 3d96bbb41..bd9dc42c7 100644
--- a/sphinx_rtd_theme/static/css/theme.css
+++ b/sphinx_rtd_theme/static/css/theme.css
@@ -1,5 +1,5 @@
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diff --git a/sphinx_rtd_theme/static/js/theme.js b/sphinx_rtd_theme/static/js/theme.js
index 25f534845..749e58f40 100644
--- a/sphinx_rtd_theme/static/js/theme.js
+++ b/sphinx_rtd_theme/static/js/theme.js
@@ -1,50 +1,113 @@
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+}
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