diff --git a/lib/core/data/models/drama.dart b/lib/core/data/models/drama.dart
index 8dc16b9..6611f72 100644
--- a/lib/core/data/models/drama.dart
+++ b/lib/core/data/models/drama.dart
@@ -97,6 +97,7 @@ class Drama {
     required this.title,
     required this.synopsis,
     required this.posterUrl,
+    this.coverLandscape = '',
     this.episodes = const [],
     this.titleLocales = const {},
     this.synopsisLocales = const {},
@@ -133,6 +134,9 @@ class Drama {
   final String tagCode;
   final String tagColor;
   final String posterUrl;
+
+  /// 横版封面，用于继续观看横幅等横向展示位；为空时回退竖版 `posterUrl`。
+  final String coverLandscape;
   final List<Episode> episodes;
   final String category;
   final Map<String, String> categoryLocales;
@@ -179,6 +183,7 @@ class Drama {
       tagCode: (json['tagCode'] as String? ?? '').trim(),
       tagColor: json['tagColor'] as String? ?? '',
       posterUrl: json['cover'] as String? ?? '',
+      coverLandscape: json['coverLandscape'] as String? ?? '',
       episodes: preview is Map<String, dynamic>
           ? [Episode.fromJson(preview)]
           : const [],
@@ -212,6 +217,7 @@ class Drama {
       tagCode: (json['tagCode'] as String? ?? '').trim(),
       tagColor: json['tagColor'] as String? ?? '',
       posterUrl: json['cover'] as String? ?? '',
+      coverLandscape: json['coverLandscape'] as String? ?? '',
       category: text.category,
       categoryLocales: text.categoryLocales,
       types: text.types,
diff --git a/lib/core/data/models/watch_progress.dart b/lib/core/data/models/watch_progress.dart
index ae9fd71..da73ae3 100644
--- a/lib/core/data/models/watch_progress.dart
+++ b/lib/core/data/models/watch_progress.dart
@@ -16,6 +16,7 @@ class WatchProgress {
     this.dramaTitle,
     this.titleLocales = const {},
     this.dramaCover,
+    this.dramaCoverLandscape,
     this.episodeNumber,
     this.totalEpisodes,
     this.finished = false,
@@ -29,6 +30,9 @@ class WatchProgress {
   final String? dramaTitle;
   final Map<String, String> titleLocales;
   final String? dramaCover;
+
+  /// 横版封面，用于继续观看横幅等横向位；为空时回退 [dramaCover]。
+  final String? dramaCoverLandscape;
   final int? episodeNumber;
   final int? totalEpisodes;
   final Duration position;
@@ -60,6 +64,7 @@ class WatchProgress {
       dramaTitle: json['dramaTitle']?.toString(),
       titleLocales: localeMap(json['titleLocales']),
       dramaCover: json['dramaCover']?.toString(),
+      dramaCoverLandscape: json['dramaCoverLandscape']?.toString(),
       episodeNumber: json['episodeNumber'] == null
           ? null
           : jsonToInt(json['episodeNumber']),
@@ -83,6 +88,7 @@ class WatchProgress {
     if (dramaTitle != null) 'dramaTitle': dramaTitle,
     if (titleLocales.isNotEmpty) 'titleLocales': titleLocales,
     if (dramaCover != null) 'dramaCover': dramaCover,
+    if (dramaCoverLandscape != null) 'dramaCoverLandscape': dramaCoverLandscape,
     if (episodeNumber != null) 'episodeNumber': episodeNumber,
     if (totalEpisodes != null) 'totalEpisodes': totalEpisodes,
     'positionMs': position.inMilliseconds,
diff --git a/lib/core/data/models/watch_record.dart b/lib/core/data/models/watch_record.dart
index 021ddb1..e5e239f 100644
--- a/lib/core/data/models/watch_record.dart
+++ b/lib/core/data/models/watch_record.dart
@@ -46,6 +46,14 @@ class WatchRecord {
     return pageCover.isNotEmpty ? pageCover : drama?.posterUrl ?? '';
   }
 
+  /// 横向展示位（继续观看横幅）优先用横版封面，缺省回退竖版。
+  String get displayLandscapeCover {
+    final pageLandscape = progress.dramaCoverLandscape?.trim() ?? '';
+    if (pageLandscape.isNotEmpty) return pageLandscape;
+    final landscape = drama?.coverLandscape.trim() ?? '';
+    return landscape.isNotEmpty ? landscape : displayCover;
+  }
+
   /// 分页接口已带展示字段时无需等待详情加载。
   bool get hasDisplayMetadata =>
       displayTitle.isNotEmpty ||
diff --git a/lib/core/theme/app_dimens.dart b/lib/core/theme/app_dimens.dart
index 84d6ee0..396bac3 100644
--- a/lib/core/theme/app_dimens.dart
+++ b/lib/core/theme/app_dimens.dart
@@ -37,7 +37,7 @@ abstract final class AppDimens {
   static const double previewSectionTitle = 14;
   static const double chipFont = 10;
   static const double navLabel = 13;
-  static const double navLabelGap = 5;
+  static const double navLabelGap = 1;
 
   static const double buttonHeight = 48;
   static const double primaryButtonHeight = 52;
diff --git a/lib/pages/following/widgets/continue_watching_banner.dart b/lib/pages/following/widgets/continue_watching_banner.dart
index 22461e2..3688c23 100644
--- a/lib/pages/following/widgets/continue_watching_banner.dart
+++ b/lib/pages/following/widgets/continue_watching_banner.dart
@@ -33,13 +33,12 @@ class ContinueWatchingBanner extends StatelessWidget {
     return SizedBox(
       height: AppDimens.followingBannerHeight,
       child: ClipRRect(
-        borderRadius:
-            BorderRadius.circular(AppDimens.followingBannerRadius),
+        borderRadius: BorderRadius.circular(AppDimens.followingBannerRadius),
         child: Stack(
           fit: StackFit.expand,
           children: [
             RemoteImage(
-              record.displayCover,
+              record.displayLandscapeCover,
               fit: BoxFit.cover,
               showFallbackIcon: true,
               fallbackColor: AppColors.contentSurface,
@@ -82,8 +81,7 @@ class ContinueWatchingBanner extends StatelessWidget {
                                 overflow: TextOverflow.ellipsis,
                                 style: const TextStyle(
                                   color: AppColors.bannerTitleWarm,
-                                  fontSize:
-                                      AppDimens.followingBannerTitleFont,
+                                  fontSize: AppDimens.followingBannerTitleFont,
                                   fontWeight: FontWeight.w400,
                                 ),
                               ),
@@ -143,8 +141,7 @@ class _ContinueButton extends StatelessWidget {
         height: AppDimens.followingBannerButtonHeight,
         child: Padding(
           padding: const EdgeInsets.symmetric(
-            horizontal:
-                AppDimens.followingBannerButtonHorizontalPadding,
+            horizontal: AppDimens.followingBannerButtonHorizontalPadding,
           ),
           child: Row(
             mainAxisSize: MainAxisSize.min,
@@ -188,9 +185,7 @@ class _ProgressBar extends StatelessWidget {
         height: AppDimens.followingBannerProgressHeight,
         width: double.infinity,
         child: DecoratedBox(
-          decoration: const BoxDecoration(
-            color: Color(0x66FFFFFF),
-          ),
+          decoration: const BoxDecoration(color: Color(0x66FFFFFF)),
           child: Align(
             alignment: Alignment.centerLeft,
             child: FractionallySizedBox(
diff --git a/test/catalog/drama_model_test.dart b/test/catalog/drama_model_test.dart
index ef2ea7f..d041866 100644
--- a/test/catalog/drama_model_test.dart
+++ b/test/catalog/drama_model_test.dart
@@ -46,6 +46,23 @@ void main() {
     expect(drama.episodeCount, 12);
   });
 
+  test('should_parse_landscape_cover_for_horizontal_slots', () {
+    final card = Drama.fromCardJson(const {
+      'id': 5,
+      'title': '闪婚后',
+      'cover': '/files/cover.jpg',
+      'coverLandscape': '/files/cover-wide.jpg',
+    });
+    final legacy = Drama.fromDetailJson(const {
+      'id': 6,
+      'title': '替嫁新娘',
+      'cover': '/files/cover-2.jpg',
+    });
+
+    expect(card.coverLandscape, '/files/cover-wide.jpg');
+    expect(legacy.coverLandscape, isEmpty);
+  });
+
   test('should_count_shipped_episodes_when_detail_response_is_parsed', () {
     final drama = Drama.fromDetailJson(const {
       'id': 5,
diff --git a/test/theme/app_dimens_test.dart b/test/theme/app_dimens_test.dart
index df8c7a6..cc63132 100644
--- a/test/theme/app_dimens_test.dart
+++ b/test/theme/app_dimens_test.dart
@@ -19,7 +19,7 @@ void main() {
     expect(AppDimens.sectionTitle, 16);
     expect(AppDimens.pageTitle, 20);
     expect(AppDimens.navLabel, 13);
-    expect(AppDimens.navLabelGap, 5);
+    expect(AppDimens.navLabelGap, 1);
     expect(AppDimens.navIcon, 30);
     expect(AppDimens.buttonHeight, 48);
     expect(AppDimens.primaryButtonHeight, 52);
diff --git a/test/watch/watch_records_controller_test.dart b/test/watch/watch_records_controller_test.dart
index 5a415fa..f58d788 100644
--- a/test/watch/watch_records_controller_test.dart
+++ b/test/watch/watch_records_controller_test.dart
@@ -8,6 +8,7 @@ import 'package:fruitshorts/core/data/models/feed_page.dart';
 import 'package:fruitshorts/core/data/models/home_feed.dart';
 import 'package:fruitshorts/core/data/models/page_result.dart';
 import 'package:fruitshorts/core/data/models/watch_progress.dart';
+import 'package:fruitshorts/core/data/models/watch_record.dart';
 import 'package:fruitshorts/core/data/repositories/catalog_repository.dart';
 import 'package:fruitshorts/core/data/repositories/watch_history_repository.dart';
 import 'package:fruitshorts/core/data/remote/api_client.dart';
@@ -278,6 +279,25 @@ void main() {
 
     expect(controller.error, '账号不存在，请先注册');
   });
+
+  test('should_prefer_page_landscape_cover_and_fall_back_to_portrait', () {
+    WatchRecord record(String? landscape) => WatchRecord(
+      progress: WatchProgress(
+        dramaId: '1',
+        episodeId: 'episode-1',
+        position: const Duration(seconds: 12),
+        duration: const Duration(seconds: 60),
+        dramaCover: '/files/poster.webp',
+        dramaCoverLandscape: landscape,
+      ),
+    );
+
+    expect(
+      record('/files/wide.webp').displayLandscapeCover,
+      '/files/wide.webp',
+    );
+    expect(record(null).displayLandscapeCover, '/files/poster.webp');
+  });
 }
 
 class ControlledWatchHistory implements WatchHistoryRepository {