diff --git a/app/label_tool.py b/app/label_tool.py
index e534438..1340824 100644
--- a/app/label_tool.py
+++ b/app/label_tool.py
@@ -717,7 +717,7 @@ with tab_label:
 
         # ── Navigation ────────────────────────────────────────────────────
         st.markdown("")
-        nav_cols = st.columns([2, 1, 1])
+        nav_cols = st.columns([2, 1, 1, 1])
 
         remaining = len(unlabeled) - 1
         nav_cols[0].caption(f"**{remaining}** remaining  ·  Keys: 1–9 = label, 0 = other, S = skip, U = undo")
@@ -739,6 +739,16 @@ with tab_label:
             st.session_state.idx = next_idx
             st.rerun()
 
+        if nav_cols[3].button("🗑️ Discard", use_container_width=True):
+            # Remove from queue entirely — not written to score file
+            st.session_state.queue = [e for e in queue if _entry_key(e) != _entry_key(entry)]
+            _save_jsonl(_QUEUE_FILE, st.session_state.queue)
+            next_idx = min(idx, len(st.session_state.queue) - 1)
+            while next_idx < len(st.session_state.queue) and _entry_key(st.session_state.queue[next_idx]) in labeled_keys:
+                next_idx += 1
+            st.session_state.idx = max(next_idx, 0)
+            st.rerun()
+
         # Keyboard shortcut capture (JS → hidden button click)
         st.components.v1.html(
             """<script>