Index: wp-admin/js/theme.js
===================================================================
--- wp-admin/js/theme.js	(revision 27871)
+++ wp-admin/js/theme.js	(working copy)
@@ -1143,7 +1143,9 @@
 		'click .theme-section': 'onSort',
 		'click .theme-filter': 'onFilter',
 		'click .more-filters': 'moreFilters',
-		'click [type="checkbox"]': 'addFilter'
+		'click .apply-filters': 'addFilter',
+		'click [type="checkbox"]': 'filtersChecked',
+		'click .clear-filters': 'clearFilters'
 	},
 
 	// Handles all the rendering of the public theme directory
@@ -1275,7 +1277,8 @@
 		this.collection.query( request );
 	},
 
-	// Get the checked filters and return an array
+	// Get the checked filters
+	// @return {array} of tags or false
 	filtersChecked: function() {
 		var items = $( '.feature-group' ).find( ':checkbox' ),
 			tags = [];
@@ -1284,6 +1287,16 @@
 			tags.push( $( item ).prop( 'value' ) );
 		});
 
+		// When no filters are checked, restore initial state and return
+		if ( tags.length === 0 ) {
+			$( '.apply-filters' ).find( 'span' ).text( '' );
+			$( '.clear-filters' ).hide();
+			return false;
+		}
+
+		$( '.apply-filters' ).find( 'span' ).text( tags.length );
+		$( '.clear-filters' ).css( 'display', 'inline-block' );
+
 		return tags;
 	},
 
@@ -1304,8 +1317,26 @@
 		});
 	},
 
+	// Toggle the full filters navigation and
+	// sets the handler for collapsing each individual section
 	moreFilters: function() {
 		$( 'body' ).toggleClass( 'more-filters-opened' );
+
+		$( '.feature-name' ).on( 'click', function() {
+			$( this ).parent().toggleClass( 'open' );
+		});
+	},
+
+	// Clears all the checked filters
+	// @uses filtersChecked()
+	clearFilters: function() {
+		var items = $( '.feature-group' ).find( ':checkbox' ),
+			self = this;
+
+		_.each( items.filter( ':checked' ), function( item ) {
+			$( item ).prop( 'checked', false );
+			return self.filtersChecked();
+		});
 	}
 });
 
Index: wp-admin/css/themes.css
===================================================================
--- wp-admin/css/themes.css	(revision 27871)
+++ wp-admin/css/themes.css	(working copy)
@@ -1235,15 +1235,60 @@
 	-moz-box-sizing: border-box;
 	box-sizing: border-box;
 	float: left;
-	width: 20%;
+	width: 19%;
+	background: #fff;
+	margin: 0 1% 0 0;
+	border: 1px solid #e5e5e5;
+	-webkit-box-shadow: 0 1px 1px rgba(0,0,0,0.04);
+	box-shadow: 0 1px 1px rgba(0,0,0,0.04);
+	padding: 10px;
 }
 .more-filters-container .feature-name {
-	margin-top: 0;
+	cursor: pointer;
+	margin: 0;
+	position: relative;
 }
+.filters-group .feature-name:after {
+	color: #aaa;
+	content: '\f140';
+	font: normal 20px/1 'dashicons';
+	speak: none;
+	display: inline-block;
+	position: absolute;
+		right: 0;
+		top: -2px;
+	-webkit-font-smoothing: antialiased;
+	-moz-osx-font-smoothing: grayscale;
+	text-decoration: none !important;
+}
+.filters-group:hover .feature-name:after {
+	color: #666;
+}
+.filters-group.open .feature-name:after {
+	content: '\f142';
+}
 .more-filters-container ol {
 	list-style-type: none;
-	margin: 0;
+	margin: 20px 0 0;
+	display: none;
+	font-size: 12px;
 }
+.filters-group.open ol {
+	display: block;
+}
+.theme-navigation .more-filters-container .apply-filters {
+	margin: 20px 0 0;
+}
+.theme-navigation .more-filters-container .clear-filters {
+	display: none;
+	margin: 20px 0 0 10px;
+}
+.more-filters-container .apply-filters span {
+	display: inline-block;
+	font-size: 12px;
+	text-indent: 10px;
+	opacity: 0.8;
+}
 
 .theme-install-php .add-new-theme {
 	display: none !important;
@@ -1268,13 +1313,21 @@
 		text-align: left;
 	}
 	.more-filters-container .filters-group {
-		width: 50%;
+		margin-bottom: 0;
+		margin-top: 5px;
+		width: 49%;
 	}
 	.more-filters-container .filters-group:nth-child(3n) {
 		clear: left;
 	}
 }
 
+@media only screen and (max-width: 782px) {
+	.more-filters-container .filters-group {
+		width: 100%;
+	}
+}
+
 .rating {
 	margin: 30px 0;
 }
Index: wp-admin/theme-install.php
===================================================================
--- wp-admin/theme-install.php	(revision 27871)
+++ wp-admin/theme-install.php	(working copy)
@@ -118,9 +118,9 @@
 		<a class="theme-section" href="#" data-sort="popular"><?php _ex( 'Popular', 'themes' ); ?></a>
 		<a class="theme-section" href="#" data-sort="new"><?php _ex( 'Latest', 'themes' ); ?></a>
 		<div class="theme-top-filters">
-			<!--<span class="theme-filter" data-filter="photoblogging">Photography</span>
-			<span class="theme-filter" data-filter="responsive-layout">Responsive</span>-->
-			<a class="more-filters" href="#"><?php _e( 'Feature Filter' ); ?></a>
+			<!-- <span class="theme-filter" data-filter="photoblogging">Photography</span>
+			<span class="theme-filter" data-filter="responsive-layout">Responsive</span> -->
+			<a class="more-filters" href="#"><?php _e( 'All' ); ?></a>
 		</div>
 		<div class="more-filters-container">
 		<?php
@@ -140,6 +140,8 @@
 		}
 		?>
 			<br class="clear" />
+			<a class="apply-filters button button-secondary"><?php _e( 'Apply Filters' ); ?><span></span></a>
+			<a class="clear-filters button button-secondary"><?php _e( 'Clear' ); ?></a>
 		</div>
 	</div>
 	<div class="theme-browser"></div>
