diff --git a/cmd/telemetrygen/internal/metrics/metrics.go b/cmd/telemetrygen/internal/metrics/metrics.go
index 6418f7228a95..e39ceaba6e7b 100644
--- a/cmd/telemetrygen/internal/metrics/metrics.go
+++ b/cmd/telemetrygen/internal/metrics/metrics.go
@@ -112,7 +112,7 @@ func Run(c *Config, exp sdkmetric.Exporter, logger *zap.Logger) error {
 			index:          i,
 		}
 
-		go w.simulateMetrics(res, exp)
+		go w.simulateMetrics(res, exp, c.GetAttributes())
 	}
 	if c.TotalDuration > 0 {
 		time.Sleep(c.TotalDuration)
diff --git a/cmd/telemetrygen/internal/metrics/worker.go b/cmd/telemetrygen/internal/metrics/worker.go
index 6056cc5eb4ab..75c89f259e85 100644
--- a/cmd/telemetrygen/internal/metrics/worker.go
+++ b/cmd/telemetrygen/internal/metrics/worker.go
@@ -9,6 +9,7 @@ import (
 	"sync/atomic"
 	"time"
 
+	"go.opentelemetry.io/otel/attribute"
 	sdkmetric "go.opentelemetry.io/otel/sdk/metric"
 	"go.opentelemetry.io/otel/sdk/metric/metricdata"
 	"go.opentelemetry.io/otel/sdk/resource"
@@ -26,9 +27,12 @@ type worker struct {
 	index          int             // worker index
 }
 
-func (w worker) simulateMetrics(res *resource.Resource, exporter sdkmetric.Exporter) {
+func (w worker) simulateMetrics(res *resource.Resource, exporter sdkmetric.Exporter, attributes []attribute.KeyValue) {
 	limiter := rate.NewLimiter(w.limitPerSecond, 1)
+
 	var i int64
+	value := 24.42
+	attrs := attribute.NewSet(attributes...)
 
 	for w.running.Load() {
 		rm := metricdata.ResourceMetrics{
@@ -37,12 +41,43 @@ func (w worker) simulateMetrics(res *resource.Resource, exporter sdkmetric.Expor
 				{
 					Metrics: []metricdata.Metrics{
 						{
-							Name: "gen",
+							Name: "gen.metric.gauge",
 							Data: metricdata.Gauge[int64]{
 								DataPoints: []metricdata.DataPoint[int64]{
 									{
-										Time:  time.Now(),
-										Value: i,
+										Attributes: attrs,
+										Time:       time.Now(),
+										Value:      i,
+									},
+								},
+							},
+						},
+						{
+							Name: "gen.metric.sum",
+							Data: metricdata.Sum[int64]{
+								IsMonotonic: true,
+								Temporality: metricdata.DeltaTemporality,
+								DataPoints: []metricdata.DataPoint[int64]{
+									{
+										Attributes: attrs,
+										StartTime:  time.Now(),
+										Time:       time.Now().Add(1 * time.Second),
+										Value:      i,
+									},
+								},
+							},
+						},
+						{
+							Name: "gen.metric.histogram",
+							Data: metricdata.Histogram[float64]{
+								Temporality: metricdata.CumulativeTemporality,
+								DataPoints: []metricdata.HistogramDataPoint[float64]{
+									{
+										Attributes: attrs,
+										Sum:        float64(float32(value)),
+										Max:        metricdata.NewExtrema(float64(float32(value))),
+										Min:        metricdata.NewExtrema(float64(float32(value))),
+										Count:      1,
 									},
 								},
 							},
@@ -51,6 +86,7 @@ func (w worker) simulateMetrics(res *resource.Resource, exporter sdkmetric.Expor
 				},
 			},
 		}
+
 		if err := exporter.Export(context.Background(), &rm); err != nil {
 			w.logger.Fatal("exporter failed", zap.Error(err))
 		}