diff --git a/packages/core/src/components/stories/Chip.stories.tsx b/packages/core/src/components/stories/Chip.stories.tsx
new file mode 100644
index 0000000000..29170214a2
--- /dev/null
+++ b/packages/core/src/components/stories/Chip.stories.tsx
@@ -0,0 +1,56 @@
+/*
+ * Copyright 2020 Spotify AB
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+import React from 'react';
+import { Chip } from '@material-ui/core';
+
+export default {
+  title: 'Chip',
+  component: Chip,
+};
+
+export const Default = () => (
+  <Chip label="Default" />
+);
+
+export const LargeDeletable = () => (
+  <Chip
+    label="Large deletable"
+    size="medium"
+    onDelete={() => ({})}
+  />
+);
+
+export const LargeNotDeletable = () => (
+  <Chip
+    label="Large not deletable"
+    size="medium"
+  />
+);
+
+export const SmallDeletable = () => (
+  <Chip
+    label="Small deletable"
+    size="small"
+    onDelete={() => ({})}
+  />
+);
+
+export const SmallNotDeletable = () => (
+  <Chip
+    label="Small not deletable"
+    size="small"
+  />
+);
diff --git a/packages/theme/src/baseTheme.ts b/packages/theme/src/baseTheme.ts
index dc68db11d6..00a485bb41 100644
--- a/packages/theme/src/baseTheme.ts
+++ b/packages/theme/src/baseTheme.ts
@@ -192,10 +192,31 @@ export function createThemeOverrides(theme: BackstageTheme): Overrides {
     },
     MuiChip: {
       root: {
+        backgroundColor: '#D9D9D9',
         // By default there's no margin, but it's usually wanted, so we add some trailing margin
         marginRight: theme.spacing(1),
         marginBottom: theme.spacing(1),
       },
+      label: {
+        color: theme.palette.grey[900],
+        lineHeight: `${theme.spacing(2.5)}px`,
+        fontWeight: theme.typography.fontWeightMedium,
+        fontSize: `${theme.spacing(1.75)}px`,
+      },
+      labelSmall: {
+        fontSize: `${theme.spacing(1.5)}px`,
+      },
+      deleteIcon: {
+        color: theme.palette.grey[500],
+        width: `${theme.spacing(3)}px`,
+        height: `${theme.spacing(3)}px`,
+        margin: `0 ${theme.spacing(0.75)}px 0 -${theme.spacing(0.75)}px`,
+      },
+      deleteIconSmall: {
+        width: `${theme.spacing(2)}px`,
+        height: `${theme.spacing(2)}px`,
+        margin: `0 ${theme.spacing(0.5)}px 0 -${theme.spacing(0.5)}px`,
+      },
     },
     MuiCardHeader: {
       root: {