diff --git a/app/assets/stylesheets/pages/labels.scss b/app/assets/stylesheets/pages/labels.scss
index 79cac7f4ff0..391dfea0703 100644
--- a/app/assets/stylesheets/pages/labels.scss
+++ b/app/assets/stylesheets/pages/labels.scss
@@ -79,6 +79,7 @@
     justify-content: space-between;
     padding: $gl-padding;
     border-radius: $border-radius-default;
+    border: 1px solid $theme-gray-100;
 
     &.sortable-ghost {
       opacity: 0.3;
@@ -89,6 +90,7 @@
       cursor: move;
       cursor: -webkit-grab;
       cursor: -moz-grab;
+      border: 0;
 
       &:active {
         cursor: -webkit-grabbing;