diff --git a/src/assets/script.js b/src/assets/script.js
index 44793bb45..e77e7563b 100644
--- a/src/assets/script.js
+++ b/src/assets/script.js
@@ -376,8 +376,8 @@ function highlightCodeBlocks() {
         codeBlocks.forEach(function (codeBlock) {
             const language = codeBlock.result.language
             const displayLanguage = displayLanguageList[language] || language
-            const languageWrapper = document.createElement('div')
-            languageWrapper.classList.add('bg-primary', 'd-inline-block', 'p-2', 'font-weight-bold')
+            const languageWrapper = document.createElement('p')
+            languageWrapper.classList.add('bg-primary', 'd-inline-block', 'p-2', 'mb-0', 'font-weight-bold')
             languageWrapper.textContent = displayLanguage
 
             codeBlock.parentNode.insertBefore(languageWrapper, codeBlock)