diff --git a/crates/katana/rpc/rpc/src/starknet/mod.rs b/crates/katana/rpc/rpc/src/starknet/mod.rs
index d3a0711116..37951a44b2 100644
--- a/crates/katana/rpc/rpc/src/starknet/mod.rs
+++ b/crates/katana/rpc/rpc/src/starknet/mod.rs
@@ -510,10 +510,10 @@ fn fill_pending_events(
 
         if let ExecutionResult::Success { receipt, .. } = res {
             let events = receipt.events();
-            let txn_events_len = events.len();
+            let tx_events_len = events.len();
 
             // check if cursor.event_n is correct
-            match (txn_events_len as u64).cmp(&cursor.event_n) {
+            match (tx_events_len as u64).cmp(&cursor.event_n) {
                 Ordering::Less => {
                     return Err(StarknetApiError::InvalidContinuationToken);
                 }
@@ -527,29 +527,48 @@ fn fill_pending_events(
 
             // calculate the remaining capacity based on the chunk size and the current
             // number of events we have taken.
-            let remaining_capacity = chunk_size as usize - buffer.len();
+            let total_can_take = (chunk_size as usize).saturating_sub(tx_events_len);
 
             // skip events according to the continuation token.
-            let filtered_events = filter_events(events.iter(), filter.clone())
+            let filtered = filter_events(events.iter(), filter.clone())
+                .enumerate()
                 .skip(cursor.event_n as usize)
-                .take(remaining_capacity)
-                .map(|e| EmittedEvent {
-                    block_hash: None,
-                    block_number: None,
-                    keys: e.keys.clone(),
-                    data: e.data.clone(),
-                    transaction_hash: tx.hash,
-                    from_address: e.from_address.into(),
+                .take(total_can_take)
+                .map(|(i, e)| {
+                    (
+                        i,
+                        EmittedEvent {
+                            block_hash: None,
+                            block_number: None,
+                            keys: e.keys.clone(),
+                            data: e.data.clone(),
+                            transaction_hash: tx.hash,
+                            from_address: e.from_address.into(),
+                        },
+                    )
                 })
                 .collect::<Vec<_>>();
 
+            // remaining possible events that we haven't seen due to the chunk size limit.
+            let chunk_seen_end = cursor.event_n as usize + total_can_take;
+            // get the index of the last matching event that we have reached. if there is not
+            // matching events (ie `filtered` is empty) we point the end of the chunk
+            // we've covered thus far..
+            let last_event_idx = filtered.last().map(|(i, _)| *i).unwrap_or(chunk_seen_end);
             // the next time we have to fetch the events, we will start from this index.
-            let new_event_n = cursor.event_n as usize + remaining_capacity;
+            let new_event_n = if total_can_take == 0 {
+                // if we haven't taken any events, due to the chunk size limit, we need to start
+                // from the the same event pointed by the current cursor..
+                cursor.event_n as usize + last_event_idx
+            } else {
+                // start at the next event of the last event we've filtered out.
+                cursor.event_n as usize + last_event_idx + 1
+            };
 
-            buffer.extend(filtered_events);
+            buffer.extend(filtered.into_iter().map(|(_, event)| event));
 
             // if there are still more events that we haven't fetched yet for this tx.
-            if new_event_n < txn_events_len {
+            if new_event_n < tx_events_len {
                 cursor.event_n = new_event_n as u64;
             }
             // reset the event index