diff --git a/autoload/ale/preview.vim b/autoload/ale/preview.vim
index faf45cb0..8b94aa7a 100644
--- a/autoload/ale/preview.vim
+++ b/autoload/ale/preview.vim
@@ -1,14 +1,22 @@
 " Author: w0rp <devw0rp@gmail.com>
 " Description: Preview windows for showing whatever information in.
 
-if !has_key(s:, 'last_selection_list')
-    let s:last_selection_list = []
+if !has_key(s:, 'last__list')
+    let s:last_list = []
 endif
 
-if !has_key(s:, 'last_selection_open_in')
-    let s:last_selection_open_in = 'current-buffer'
+if !has_key(s:, 'last_options')
+    let s:last_options = {}
 endif
 
+function! ale#preview#SetLastSelection(item_list, options) abort
+    let s:last_list = a:item_list
+    let s:last_options = {
+    \   'open_in': get(a:options, 'open_in', 'current-buffer'),
+    \   'use_relative_paths': get(a:options, 'use_relative_paths', 0),
+    \}
+endfunction
+
 " Open a preview window and show some lines in it.
 " A second argument can be passed as a Dictionary with options. They are...
 "
@@ -81,19 +89,14 @@ function! ale#preview#ShowSelection(item_list, ...) abort
     let b:ale_preview_item_list = a:item_list
     let b:ale_preview_item_open_in = get(l:options, 'open_in', 'current-buffer')
 
-    " Remove the last preview
-    let s:last_selection_list = b:ale_preview_item_list
-    let s:last_selection_open_in = b:ale_preview_item_open_in
+    " Remember preview state, so we can repeat it later.
+    call ale#preview#SetLastSelection(a:item_list, l:options)
 endfunction
 
 function! ale#preview#RepeatSelection() abort
-    if empty(s:last_selection_list)
-        return
+    if !empty(s:last_list)
+        call ale#preview#ShowSelection(s:last_list, s:last_options)
     endif
-
-    call ale#preview#ShowSelection(s:last_selection_list, {
-    \   'open_in': s:last_selection_open_in,
-    \})
 endfunction
 
 function! s:Open(open_in) abort
diff --git a/test/test_find_references.vader b/test/test_find_references.vader
index 9949362a..ca05f631 100644
--- a/test/test_find_references.vader
+++ b/test/test_find_references.vader
@@ -63,6 +63,8 @@ Before:
     let g:preview_called = 1
     let g:item_list = a:item_list
     let g:options = a:options
+
+    call ale#preview#SetLastSelection(a:item_list, a:options)
   endfunction
 
 After:
@@ -110,7 +112,16 @@ Given typescript(Some typescript file):
   bazxyzxyzxyz
 
 Execute(Results should be shown for tsserver responses):
-  call ale#references#SetMap({3: {}})
+  " We should remember these options when we repeat the selection.
+  call ale#references#SetMap(
+  \ {
+  \   3: {
+  \     'ignorethis': 'x',
+  \     'open_in': 'tab',
+  \     'use_relative_paths': 1,
+  \   }
+  \ }
+  \)
   call ale#references#HandleTSServerResponse(1, {
   \ 'command': 'references',
   \ 'request_seq': 3,
@@ -158,8 +169,7 @@ Execute(Results should be shown for tsserver responses):
   AssertEqual {}, ale#references#GetMap()
 
   " We should be able to repeat selections with ALERepeatSelection
-  let g:ale_item_list = []
-
+  let g:item_list = []
   ALERepeatSelection
 
   AssertEqual
@@ -170,6 +180,12 @@ Execute(Results should be shown for tsserver responses):
   \ ],
   \ g:item_list
   AssertEqual {}, ale#references#GetMap()
+  AssertEqual
+  \ {
+  \   'open_in': 'tab',
+  \   'use_relative_paths': 1,
+  \ },
+  \ g:options
 
 Execute(The preview window should not be opened for empty tsserver responses):
   call ale#references#SetMap({3: {}})