diff --git a/CHANGELOG.md b/CHANGELOG.md
index ab9110809..7cd1dade3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,6 +17,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Fixed
 ### Security
 
+## v0.22.4 -- 2024-11-19
+
+### Added
+### Changed
+### Deprecated
+### Removed
+### Fixed
+
+- Fixed a problem where traces other than the first one when `--n-traces` > 1
+  and `--mbt` is true had the incorrect `action_taken` and `nondet_picks` values
+  (#1553).
+
+### Security
+
 ## v0.22.3 -- 2024-10-28
 
 ### Added
diff --git a/docs/README.md b/docs/README.md
index 97e4ef5cf..3b49ed1d2 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -4,7 +4,7 @@
 
 - [Language tutorials](../tutorials/README.md)
 - [Syntax specification](./lang.md)
-- [Cheatsheet](./quint-cheatsheet.pdf)
+- [Cheatsheet](./public/quint-cheatsheet.pdf)
 - [API documentation for built-in operators](./builtin.md)
 
 ## Tooling
diff --git a/quint/io-cli-tests.md b/quint/io-cli-tests.md
index 904ad6192..5aacec869 100644
--- a/quint/io-cli-tests.md
+++ b/quint/io-cli-tests.md
@@ -894,14 +894,16 @@ rm out-itf-example.itf.json
 
 <!-- !test in run with n-traces itf -->
 ```
-quint run --out-itf=out-itf-example.itf.json --n-traces=3 --max-steps=5 --seed=123  ../examples/tutorials/coin.qnt
+quint run --out-itf=out-itf-example.itf.json --n-traces=3 --mbt --max-steps=5 --seed=123  ../examples/tutorials/coin.qnt
 cat out-itf-example0.itf.json | jq '.["#meta"].status'
+cat out-itf-example1.itf.json | jq '.states[0].action_taken'
 rm out-itf-example*.itf.json
 ```
 
 <!-- !test out run with n-traces itf -->
 ```
 "ok"
+"init"
 ```
 
 ### Run to generate multiple ITF traces with violation
diff --git a/quint/package-lock.json b/quint/package-lock.json
index b572f4418..d88ada13a 100644
--- a/quint/package-lock.json
+++ b/quint/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "@informalsystems/quint",
-  "version": "0.22.3",
+  "version": "0.22.4",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@informalsystems/quint",
-      "version": "0.22.3",
+      "version": "0.22.4",
       "license": "Apache 2.0",
       "dependencies": {
         "@grpc/grpc-js": "^1.11.1",
diff --git a/quint/package.json b/quint/package.json
index 937cc7853..a6a1a9824 100644
--- a/quint/package.json
+++ b/quint/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@informalsystems/quint",
-  "version": "0.22.3",
+  "version": "0.22.4",
   "description": "Core tool for the Quint specification language",
   "keywords": [
     "temporal",
diff --git a/quint/src/runtime/impl/VarStorage.ts b/quint/src/runtime/impl/VarStorage.ts
index d3b16c71d..78a975f0f 100644
--- a/quint/src/runtime/impl/VarStorage.ts
+++ b/quint/src/runtime/impl/VarStorage.ts
@@ -140,6 +140,12 @@ export class VarStorage {
   reset() {
     this.vars.forEach(reg => (reg.value = initialRegisterValue(reg.name)))
     this.nextVars.forEach(reg => (reg.value = initialRegisterValue(reg.name)))
+    if (this.storeMetadata) {
+      this.actionTaken = undefined
+      this.nondetPicks.forEach((_, key) => {
+        this.nondetPicks.set(key, undefined)
+      })
+    }
   }
 
   /**
diff --git a/quint/src/runtime/impl/runtimeValue.ts b/quint/src/runtime/impl/runtimeValue.ts
index 0957b1dfd..8e6afe323 100644
--- a/quint/src/runtime/impl/runtimeValue.ts
+++ b/quint/src/runtime/impl/runtimeValue.ts
@@ -1475,10 +1475,18 @@ class RuntimeValueMapSet extends RuntimeValueBase implements RuntimeValue {
     const nindices = domainArr.length
     const nvalues = rangeArr.length
     function* gen() {
-      if (domainArr.length === 0 || rangeArr.length === 0) {
-        // yield nothing as an empty set produces the empty product
+      if (domainArr.length === 0) {
+        // To reflect the behaviour of TLC, an empty domain needs to give Set(Map())
+        yield rv.mkMap([])
+        return
+      }
+
+      if (rangeArr.length === 0) {
+        // To reflect the behaviour of TLC, an empty range needs to give Set()
+        // yields nothing
         return
       }
+
       // generate `nmaps` maps by using number increments
       const nmaps = nvalues ** nindices
       for (let i = 0; i < nmaps; i++) {
@@ -1539,7 +1547,12 @@ class RuntimeValueMapSet extends RuntimeValueBase implements RuntimeValue {
     }
 
     const domainSize = domainSizeResult.value
-    if (domainSize === 0n || (rangeSizeResult.isRight() && rangeSizeResult.value === 0n)) {
+    if (domainSize === 0n) {
+      // To reflect the behaviour of TLC, an empty domain needs to give Set(Map())
+      return right(rv.mkMap([]))
+    }
+
+    if (rangeSizeResult.isRight() && rangeSizeResult.value === 0n) {
       // the set of maps is empty, no way to pick a value
       return left({ code: 'QNT501', message: 'Empty set of maps' })
     }
diff --git a/quint/src/version.ts b/quint/src/version.ts
index 12f4b8264..077c8d29c 100644
--- a/quint/src/version.ts
+++ b/quint/src/version.ts
@@ -1,2 +1,2 @@
 // Generated by genversion.
-export const version = '0.22.3'
+export const version = '0.22.4'
diff --git a/quint/test/runtime/compile.test.ts b/quint/test/runtime/compile.test.ts
index 96068135c..4c08b801b 100644
--- a/quint/test/runtime/compile.test.ts
+++ b/quint/test/runtime/compile.test.ts
@@ -898,6 +898,12 @@ describe('compiling specs to runtime values', () => {
               Map(2 -> 6, 3 -> 6))`,
         'true'
       )
+      assertResultAsString('Set().setOfMaps(Set(3, 5))', 'Set(Map())')
+
+      assertResultAsString('Set().setOfMaps(Set())', 'Set(Map())')
+
+      assertResultAsString('Set(1, 2).setOfMaps(Set())', 'Set()')
+
       assertResultAsString('Set(2).setOfMaps(5.to(6))', 'Set(Map(Tup(2, 5)), Map(Tup(2, 6)))')
       assertResultAsString('2.to(3).setOfMaps(Set(5))', 'Set(Map(Tup(2, 5), Tup(3, 5)))')
       assertResultAsString('2.to(4).setOfMaps(5.to(8)).size()', '64')