diff --git a/jedi/evaluate/helpers.py b/jedi/evaluate/helpers.py
index 7cb30eab..0b04976d 100644
--- a/jedi/evaluate/helpers.py
+++ b/jedi/evaluate/helpers.py
@@ -187,9 +187,10 @@ class FakeStatement(pr.Statement):
 
 
 class FakeImport(pr.Import):
-    def __init__(self, name, parent):
+    def __init__(self, name, parent, level=0):
         p = 0, 0
-        super(FakeImport, self).__init__(FakeSubModule, p, p, name)
+        super(FakeImport, self).__init__(FakeSubModule, p, p, name,
+                                         relative_count=level)
         self.parent = parent
 
 
diff --git a/jedi/evaluate/representation.py b/jedi/evaluate/representation.py
index ce6c561b..81847ae4 100644
--- a/jedi/evaluate/representation.py
+++ b/jedi/evaluate/representation.py
@@ -561,7 +561,8 @@ class ModuleWrapper(pr.Module):
             mods = pkgutil.iter_modules([os.path.dirname(path)])
             for module_loader, name, is_pkg in mods:
                 name = helpers.FakeName(name)
-                imp = helpers.FakeImport(name, self)
+                # It's obviously a relative import to the current module.
+                imp = helpers.FakeImport(name, self, level=1)
                 name.parent = imp
                 names.append(name)
         return names
diff --git a/test/static_analysis/attribute_error.py b/test/static_analysis/attribute_error.py
index c4bd7330..383d38a2 100644
--- a/test/static_analysis/attribute_error.py
+++ b/test/static_analysis/attribute_error.py
@@ -76,7 +76,7 @@ return_one(''.undefined_attribute)
 
 [r for r in [1, 2]]
 
-# some random error throw
+# some random error that showed up
 class NotCalled():
     def match_something(self, param):
         seems_to_need_an_assignment = param