diff --git a/synapse/push/baserules.py b/synapse/push/baserules.py
index 134bf805eb8dee3f118a56c01ce45512f513c906..286374d0b53794a8972d3260564b0aa17e8eecee 100644
--- a/synapse/push/baserules.py
+++ b/synapse/push/baserules.py
@@ -245,7 +245,13 @@ BASE_APPEND_OVERRIDE_RULES = [
                 "key": "type",
                 "pattern": "m.room.tombstone",
                 "_id": "_tombstone",
-            }
+            },
+            {
+                "kind": "event_match",
+                "key": "state_key",
+                "pattern": "",
+                "_id": "_tombstone_statekey",
+            },
         ],
         "actions": ["notify", {"set_tweak": "highlight", "value": True}],
     },