diff --git a/package-lock.json b/package-lock.json
index ab5efb20b..abd302069 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -3063,9 +3063,9 @@
       "integrity": "sha512-kS/gEPzZs3Y1rRsbGX4UOSjtP/CeJP0CxSNZHYxGfVM/VgLcv0ZqM7C45YyTj2DI2g7+P9Dd24C+IMIg6D0nYQ=="
     },
     "electron": {
-      "version": "6.0.10",
-      "resolved": "https://registry.npmjs.org/electron/-/electron-6.0.10.tgz",
-      "integrity": "sha512-eTFm6uTn7NKZE1OtSZSOxNuOrCXXeUR0U3vdF3R00byB7mrNe5AOaXEDDMwtzRGGY1jMuUX9Z7RvgXaCXRYSmw==",
+      "version": "6.0.11",
+      "resolved": "https://registry.npmjs.org/electron/-/electron-6.0.11.tgz",
+      "integrity": "sha512-mi1oHmeFIQrg+CDQ6lbugZAloOxuWPm/ecEKYe1230PGlDoWND7SYStiWQ2eI4YXAEOL/NvuY88ogemu1qhdBg==",
       "dev": true,
       "requires": {
         "@types/node": "^10.12.18",
diff --git a/package.json b/package.json
index fc4eddfcd..fa148f97b 100644
--- a/package.json
+++ b/package.json
@@ -79,7 +79,7 @@
     "xml2js": "0.4.22"
   },
   "devDependencies": {
-    "electron": "6.0.10",
+    "electron": "6.0.11",
     "electron-builder": "21.2.0",
     "electron-compile": "6.4.4",
     "electron-installer-debian": "2.0.1",
diff --git a/src/public/javascripts/services/note_detail_book.js b/src/public/javascripts/services/note_detail_book.js
index 23285508a..6af05e004 100644
--- a/src/public/javascripts/services/note_detail_book.js
+++ b/src/public/javascripts/services/note_detail_book.js
@@ -36,6 +36,18 @@ class NoteDetailBook {
                 return $content;
             }
         }
+        else if (note.type === 'code') {
+            const fullNote = await server.get('notes/' + note.noteId);
+
+            if (fullNote.content.trim() === "") {
+                return "";
+            }
+
+            return $("<pre>").text(fullNote.content);
+        }
+        else if (note.type === 'image') {
+            return $("<img>").attr("src", `api/images/${note.noteId}/${note.title}`);
+        }
         else {
             return "<em>Content of this note cannot be displayed in the book format</em>";
         }
diff --git a/src/public/stylesheets/style.css b/src/public/stylesheets/style.css
index ac437f25f..b4a74dbce 100644
--- a/src/public/stylesheets/style.css
+++ b/src/public/stylesheets/style.css
@@ -820,8 +820,9 @@ a.external:not(.no-arrow):after, a[href^="http://"]:not(.no-arrow):after, a[href
 }
 
 .note-book {
-    border-radius: 5px;
+    border-radius: 10px;
     background-color: var(--accented-background-color);
     padding: 15px;
-    margin-top: 10px;
+    margin: 10px;
+    margin-left: 0;
 }
\ No newline at end of file