diff --git a/plugins/grazie/java/src/main/kotlin/com/intellij/grazie/ide/language/java/JavaTextExtractor.java b/plugins/grazie/java/src/main/kotlin/com/intellij/grazie/ide/language/java/JavaTextExtractor.java
index 605e4950a82f..75bce7ed8a6c 100644
--- a/plugins/grazie/java/src/main/kotlin/com/intellij/grazie/ide/language/java/JavaTextExtractor.java
+++ b/plugins/grazie/java/src/main/kotlin/com/intellij/grazie/ide/language/java/JavaTextExtractor.java
@@ -48,7 +48,8 @@ public class JavaTextExtractor extends TextExtractor {
     if (allowedDomains.contains(DOCUMENTATION)) {
       if (root instanceof PsiDocComment) {
         return HtmlUtilsKt.excludeHtml(
-          javadocBuilder.excluding(e -> e instanceof PsiDocTagImpl || e instanceof PsiMarkdownCodeBlock)
+          javadocBuilder.excluding(e -> e instanceof PsiDocTagImpl)
+            .withUnknown(e -> e instanceof PsiMarkdownCodeBlock)
             .build(root, DOCUMENTATION)
         );
       }
diff --git a/plugins/grazie/src/test/testData/ide/language/java/MarkdownCode.java b/plugins/grazie/src/test/testData/ide/language/java/MarkdownCode.java
index 266597e043c4..e528855d8e25 100644
--- a/plugins/grazie/src/test/testData/ide/language/java/MarkdownCode.java
+++ b/plugins/grazie/src/test/testData/ide/language/java/MarkdownCode.java
@@ -4,4 +4,11 @@
 /// void main(String[] args){
 ///   var a = args.length == 1 ? new ArrayList<String>() : new LinkedList<String>();
 ///}
-///```
\ No newline at end of file
+///```
+
+/// Returns all [PsiClass]es annotated with `@io.cucumber.java.StepDefinitionAnnotation` (or similar).
+///
+/// In practice, this method returns a single list of all language-specific step definition annotations
+/// - English: `@io.cucumber.java.en.Given`, `@io.cucumber.java.en.When`, `@io.cucumber.java.en.Then`
+/// - Polish: `@io.cucumber.java.pl.Zakładając`, `@io.cucumber.java.pl.Jeżeli`, `@io.cucumber.java.pl.Wtedy`
+/// - and so on
\ No newline at end of file