diff --git a/src/rimeaction.cpp b/src/rimeaction.cpp
index 9b74d74..c19b05a 100644
--- a/src/rimeaction.cpp
+++ b/src/rimeaction.cpp
@@ -9,6 +9,7 @@
 #include <cstddef>
 #include <fcitx-utils/stringutils.h>
 #include <fcitx/action.h>
+#include <fcitx/inputcontext.h>
 #include <fcitx/userinterfacemanager.h>
 #include <optional>
 #include <rime_api.h>
@@ -19,6 +20,24 @@
 
 namespace fcitx {
 
+namespace {
+
+std::optional<bool> optionValue(RimeEngine *engine, InputContext *ic,
+                                bool requestSession,
+                                const std::string &option) {
+    auto *state = engine->state(ic);
+    auto *api = engine->api();
+    if (!state) {
+        return std::nullopt;
+    }
+    auto session = state->session(requestSession);
+    if (!session) {
+        return std::nullopt;
+    }
+    return bool(api->get_option(session, option.c_str()));
+}
+} // namespace
+
 ToggleAction::ToggleAction(RimeEngine *engine, std::string_view schema,
                            std::string_view option, std::string disabledText,
                            std::string enabledText)
@@ -42,38 +61,36 @@ void ToggleAction::activate(InputContext *ic) {
 }
 
 std::string ToggleAction::shortText(InputContext *ic) const {
-    auto *state = engine_->state(ic);
-    auto *api = engine_->api();
-    if (!state) {
+    auto value = optionValue(engine_, ic, /*requestSession=*/true, option_);
+    if (!value.has_value()) {
         return "";
     }
-    auto session = state->session();
-    if (api->get_option(session, option_.c_str())) {
+    if (*value) {
         return stringutils::concat(enabledText_, " → ", disabledText_);
     }
     return stringutils::concat(disabledText_, " → ", enabledText_);
 }
 
 std::optional<std::string> ToggleAction::snapshotOption(InputContext *ic) {
-    auto *state = engine_->state(ic);
-    auto *api = engine_->api();
-    if (!state) {
+    auto value = optionValue(engine_, ic, /*requestSession=*/false, option_);
+    if (!value.has_value()) {
         return std::nullopt;
     }
-    auto session = state->session(false);
-    if (!session) {
-        return std::nullopt;
-    }
-    if (!api->get_option(session, option_.c_str())) {
-        return stringutils::concat("!", option_);
-    }
-    return option_;
+    return *value ? option_ : stringutils::concat("!", option_);
 }
 
 bool ToggleAction::checkOptionName(std::string_view name) const {
     return name == option_;
 }
 
+std::string ToggleAction::optionLabel(InputContext *ic) {
+    auto value = optionValue(engine_, ic, /*requestSession=*/true, option_);
+    if (!value.has_value()) {
+        return "";
+    }
+    return *value ? enabledText_ : disabledText_;
+}
+
 SelectAction::SelectAction(RimeEngine *engine, std::string_view schema,
                            std::vector<std::string> options,
                            std::vector<std::string> texts)
@@ -140,4 +157,8 @@ std::optional<std::string> SelectAction::snapshotOption(InputContext *ic) {
 bool SelectAction::checkOptionName(std::string_view name) const {
     return std::find(options_.begin(), options_.end(), name) != options_.end();
 }
+
+std::string SelectAction::optionLabel(InputContext *ic) {
+    return shortText(ic);
+}
 } // namespace fcitx
diff --git a/src/rimeaction.h b/src/rimeaction.h
index b9a5204..ea495b1 100644
--- a/src/rimeaction.h
+++ b/src/rimeaction.h
@@ -6,14 +6,13 @@
 #ifndef _FCITX_RIMEACTION_H_
 #define _FCITX_RIMEACTION_H_
 
-#include <cstddef>
 #include <fcitx/action.h>
+#include <fcitx/inputcontext.h>
 #include <fcitx/menu.h>
 #include <list>
 #include <optional>
 #include <string>
 #include <string_view>
-#include <utility>
 #include <vector>
 
 namespace fcitx {
@@ -24,6 +23,8 @@ class RimeOptionAction : public Action {
 public:
     // This is used to save the option when we need to release the session.
     virtual std::optional<std::string> snapshotOption(InputContext *ic) = 0;
+    // Return the label of current option.
+    virtual std::string optionLabel(InputContext* ic) = 0;
     // Check whether a option name belongs to the action.
     virtual bool checkOptionName(std::string_view name) const = 0;
 };
@@ -44,6 +45,8 @@ class ToggleAction : public RimeOptionAction {
 
     const std::string &option() const { return option_; }
 
+    std::string optionLabel(InputContext *ic) override;
+
     bool checkOptionName(std::string_view name) const override;
 
 private:
@@ -67,6 +70,8 @@ class SelectAction : public RimeOptionAction {
 
     const std::vector<std::string> &options() const { return options_; }
 
+    std::string optionLabel(InputContext *ic) override;
+
     bool checkOptionName(std::string_view name) const override;
 
 private:
diff --git a/src/rimeengine.cpp b/src/rimeengine.cpp
index e01d51f..94cd656 100644
--- a/src/rimeengine.cpp
+++ b/src/rimeengine.cpp
@@ -38,7 +38,6 @@
 #include <fcitx/userinterfacemanager.h>
 #include <list>
 #include <memory>
-#include <optional>
 #include <rime_api.h>
 #include <stdexcept>
 #include <string>
diff --git a/src/rimestate.cpp b/src/rimestate.cpp
index 6e9ef2d..dcb509d 100644
--- a/src/rimestate.cpp
+++ b/src/rimestate.cpp
@@ -584,18 +584,14 @@ void RimeState::showChangedOptions() {
 
     for (auto *action : actionList) {
         // Snapshot again, so SelectAction will return the current active value.
-        auto snapshot = action->snapshotOption(&ic_);
-        if (!snapshot) {
+        auto label = action->optionLabel(&ic_);
+        if (label.empty()) {
             continue;
         }
-        std::string_view option = *snapshot;
-        const bool state = extractOptionName(option);
-        auto label = engine_->api()->get_state_label_abbreviated(
-            session(), option.data(), state, true);
-        if (!label.str || label.length <= 0) {
-            continue;
+        if (!labels.empty()) {
+            labels.append("|");
         }
-        labels.append(label.str, label.length);
+        labels.append(label);
     }
     if (!labels.empty()) {
         engine_->instance()->showCustomInputMethodInformation(&ic_, labels);