diff --git a/logx/logrus.go b/logx/logrus.go
index a68007e..6bc5f99 100644
--- a/logx/logrus.go
+++ b/logx/logrus.go
@@ -27,11 +27,13 @@ func (l *logrusWrpper) SetLevel(level Level) {
 }
 
 func (l *logrusWrpper) WithField(key string, value any) Logger {
-	return l.WithFields(Fields{key: value})
+	return l.WithFields(Fields{key: value}).(*logrusWrpper)
 }
 
 func (l *logrusWrpper) WithFields(fields Fields) Logger {
-	return &logrusWrpper{
-		Entry: l.Logger.WithFields(logrus.Fields(fields)),
+	l = &logrusWrpper{
+		Entry: l.Entry.WithFields(logrus.Fields(fields)),
 	}
+
+	return l
 }
diff --git a/logx/logrus_test.go b/logx/logrus_test.go
index 4a607ad..bd4b4ab 100644
--- a/logx/logrus_test.go
+++ b/logx/logrus_test.go
@@ -26,6 +26,9 @@ func TestLogrus(t *testing.T) {
 	l.WithField("abc", "bcd").Info("aaaa")
 	l.WithField("bbb", "bbb").Info("bbbb")
 	l.WithField("ccc", "ccc").Info("cccc")
+
+	l = l.WithField("o", "o")
+	l.WithField("z", "z").Info("abcd")
 }
 
 func TestLevel(t *testing.T) {