Datasets:

latent-lab
/

got-activations-qwen2.5-0.5b

text string	label int32	num_tokens int32	row_offset int32	token_offset_hidden int64	row_offset_logits int32	row_offset_hidden int32	token_offset int64	category string	prompt_format string	statement_id string
Ninety-three is larger than ninety-six.	0	10	0	0	0	0	0	larger_than	raw	larger_than_1712
Sixty-six is larger than seventy-three.	0	9	1	10	1	1	10	larger_than	raw	larger_than_635
The Spanish word 'rosa' means 'rose'.	1	11	2	19	2	2	19	sp_en_trans	raw	sp_en_trans_286
The city of Stockholm is not in Russia.	1	9	3	30	3	3	30	neg_cities	raw	neg_cities_433
The city of Ghaziabad is in South Korea.	0	11	4	39	4	4	39	cities	raw	cities_419
The city of Konya is in Russia.	0	10	5	50	5	5	50	cities	raw	cities_107
The city of Omsk is not in Russia.	0	11	6	60	6	6	60	neg_cities	raw	neg_cities_428
The city of Quzhou is in Vietnam.	0	9	7	71	7	7	71	cities	raw	cities_977
Seventy-six is smaller than seventy-nine.	1	10	8	80	8	8	80	smaller_than	raw	smaller_than_1037
The Spanish word 'gris' does not mean 'history'.	1	13	9	90	9	9	90	neg_sp_en_trans	raw	neg_sp_en_trans_323
Fifty-six is smaller than eighty-one.	1	9	10	103	10	10	103	smaller_than	raw	smaller_than_246
The city of Amman is not in Jordan.	0	10	11	112	11	11	112	neg_cities	raw	neg_cities_938
The Spanish word 'siglo' means 'large'.	0	11	12	122	12	12	122	sp_en_trans	raw	sp_en_trans_251
The city of Yerevan is in Armenia.	1	10	13	133	13	13	133	cities	raw	cities_488
Ninety-nine is larger than eighty-five.	1	10	14	143	14	14	143	larger_than	raw	larger_than_1967
Eighty-four is larger than fifty-three.	1	9	15	153	15	15	153	larger_than	raw	larger_than_1322
The Spanish word 'miedo' does not mean 'fear'.	0	14	16	162	16	16	162	neg_sp_en_trans	raw	neg_sp_en_trans_281
Seventy-five is larger than eighty-six.	0	10	17	176	17	17	176	larger_than	raw	larger_than_999
Fifty-one is smaller than eighty-three.	1	9	18	186	18	18	186	smaller_than	raw	smaller_than_28
Ninety-eight is larger than ninety-three.	1	10	19	195	19	19	195	larger_than	raw	larger_than_1930
Fifty-six is larger than seventy-two.	0	9	20	205	20	20	205	larger_than	raw	larger_than_238
The Spanish word 'pintar' means 'mouth'.	0	12	21	214	21	21	214	sp_en_trans	raw	sp_en_trans_155
The city of Pretoria is in India.	0	9	22	226	22	22	226	cities	raw	cities_1207
The Spanish word 'segundo' means 'hello'.	0	11	23	235	23	23	235	sp_en_trans	raw	sp_en_trans_108
Sixty-three is smaller than seventy-six.	1	9	24	246	24	24	246	smaller_than	raw	smaller_than_506
The city of Antalya is in Germany.	0	10	25	255	25	25	255	cities	raw	cities_287
Ninety-nine is larger than fifty-one.	1	10	26	265	26	26	265	larger_than	raw	larger_than_1936
The city of Hengyang is not in Turkey.	1	11	27	275	27	27	275	neg_cities	raw	neg_cities_1479
Seventy-seven is larger than ninety-nine.	0	10	28	286	28	28	286	larger_than	raw	larger_than_1099
The city of Riga is not in Latvia.	0	10	29	296	29	29	296	neg_cities	raw	neg_cities_912
Ninety-three is smaller than eighty-three.	0	10	30	306	30	30	306	smaller_than	raw	smaller_than_1701
The city of Florianopolis is not in Brazil.	0	11	31	316	31	31	316	neg_cities	raw	neg_cities_502
Eighty-one is smaller than sixty-seven.	0	9	32	327	32	32	327	smaller_than	raw	smaller_than_1203
Fifty-one is larger than seventy-three.	0	9	33	336	33	33	336	larger_than	raw	larger_than_19
Eighty-one is larger than sixty-nine.	1	9	34	345	34	34	345	larger_than	raw	larger_than_1205
The Spanish word 'preguntar' does not mean 'to describe'.	1	15	35	354	35	35	354	neg_sp_en_trans	raw	neg_sp_en_trans_26
Sixty-five is larger than eighty-eight.	0	9	36	369	36	36	369	larger_than	raw	larger_than_605
The city of Hanzhong is not in China.	0	12	37	378	37	37	378	neg_cities	raw	neg_cities_582
Eighty-one is larger than fifty-two.	1	9	38	390	38	38	390	larger_than	raw	larger_than_1189
The city of Kolkata is in India.	1	8	39	399	39	39	399	cities	raw	cities_1386
Seventy-one is larger than eighty-five.	0	10	40	407	40	40	407	larger_than	raw	larger_than_822
Ninety-five is larger than fifty-two.	1	10	41	417	41	41	417	larger_than	raw	larger_than_1761
Ninety-five is larger than sixty-six.	1	10	42	427	42	42	427	larger_than	raw	larger_than_1774
Ninety-six is larger than sixty-five.	1	10	43	437	43	43	437	larger_than	raw	larger_than_1817
Eighty-three is larger than fifty-six.	1	9	44	447	44	44	447	larger_than	raw	larger_than_1281
The city of Al Ahmadi is in Kuwait.	1	11	45	456	45	45	456	cities	raw	cities_712
The city of Palembang is not in Brazil.	1	11	46	467	46	46	467	neg_cities	raw	neg_cities_159
Fifty-nine is larger than seventy-two.	0	9	47	478	47	47	478	larger_than	raw	larger_than_370
The city of Caracas is in Venezuela.	1	9	48	487	48	48	487	cities	raw	cities_1368
The Spanish word 'construir' does not mean 'to build'.	0	15	49	496	49	49	496	neg_sp_en_trans	raw	neg_sp_en_trans_32
Ninety-seven is larger than seventy-six.	1	10	50	511	50	50	511	larger_than	raw	larger_than_1871
The city of Namangan is in India.	0	9	51	521	51	51	521	cities	raw	cities_867
The city of Tianjin is not in China.	0	10	52	530	52	52	530	neg_cities	raw	neg_cities_172
Sixty-nine is smaller than sixty-six.	0	9	53	540	53	53	540	smaller_than	raw	smaller_than_762
The city of Pretoria is in South Africa.	1	10	54	549	54	54	549	cities	raw	cities_1206
Eighty-five is smaller than seventy-one.	0	9	55	559	55	55	559	smaller_than	raw	smaller_than_1382
Sixty-seven is larger than sixty-six.	1	9	56	568	56	56	568	larger_than	raw	larger_than_674
Ninety-one is smaller than eighty-one.	0	10	57	577	57	57	577	smaller_than	raw	smaller_than_1611
Eighty-one is smaller than ninety-four.	1	9	58	587	58	58	587	smaller_than	raw	smaller_than_1226
Seventy-eight is larger than ninety-seven.	0	10	59	596	59	59	596	larger_than	raw	larger_than_1141
The city of Cancun is in Mexico.	1	9	60	606	60	60	606	cities	raw	cities_720
The city of Warri is not in Nigeria.	0	10	61	615	61	61	615	neg_cities	raw	neg_cities_408
Eighty-four is larger than eighty-two.	1	9	62	625	62	62	625	larger_than	raw	larger_than_1348
Ninety-five is smaller than ninety-eight.	1	10	63	634	63	63	634	smaller_than	raw	smaller_than_1802
The city of Bhopal is in India.	1	10	64	644	64	64	644	cities	raw	cities_1486
The city of Basrah is not in Iraq.	0	10	65	654	65	65	654	neg_cities	raw	neg_cities_140
The city of Kanpur is in India.	1	9	66	664	66	66	664	cities	raw	cities_566
Fifty-nine is smaller than sixty-nine.	1	9	67	673	67	67	673	smaller_than	raw	smaller_than_368
Seventy-seven is smaller than fifty-eight.	0	10	68	682	68	68	682	smaller_than	raw	smaller_than_1063
The city of Indianapolis is in Côte d'Ivoire.	0	13	69	692	69	69	692	cities	raw	cities_1229
The city of Porto Alegre is not in Belarus.	1	12	70	705	70	70	705	neg_cities	raw	neg_cities_707
The city of Beira is not in Mozambique.	0	11	71	717	71	71	717	neg_cities	raw	neg_cities_146
The Spanish word 'llano' does not mean 'chair'.	1	13	72	728	72	72	728	neg_sp_en_trans	raw	neg_sp_en_trans_110
Ninety-three is larger than sixty-five.	1	10	73	741	73	73	741	larger_than	raw	larger_than_1685
Ninety-nine is larger than fifty-seven.	1	10	74	751	74	74	751	larger_than	raw	larger_than_1942
The city of Chengdu is in South Korea.	0	10	75	761	75	75	761	cities	raw	cities_987
The city of Cebu City is not in the Philippines.	0	13	76	771	76	76	771	neg_cities	raw	neg_cities_210
The city of Dar es Salaam is not in Tanzania.	0	12	77	784	77	77	784	neg_cities	raw	neg_cities_530
Fifty-seven is smaller than eighty-five.	1	9	78	796	78	78	796	smaller_than	raw	smaller_than_294
The city of Arequipa is in Peru.	1	10	79	805	79	79	805	cities	raw	cities_732
Eighty-six is larger than sixty-five.	1	9	80	815	80	80	815	larger_than	raw	larger_than_1421
The Spanish word 'poema' does not mean 'to win'.	1	14	81	824	81	81	824	neg_sp_en_trans	raw	neg_sp_en_trans_277
The city of Ufa is not in South Korea.	1	11	82	838	82	82	838	neg_cities	raw	neg_cities_1429
The city of Jaboatao is not in Syria.	1	12	83	849	83	83	849	neg_cities	raw	neg_cities_813
Eighty-seven is smaller than seventy-seven.	0	9	84	861	84	84	861	smaller_than	raw	smaller_than_1476
The city of Copenhagen is in China.	0	8	85	870	85	85	870	cities	raw	cities_1467
The city of Jos is in India.	0	8	86	878	86	86	878	cities	raw	cities_1437
Eighty-four is smaller than fifty-eight.	0	9	87	886	87	87	886	smaller_than	raw	smaller_than_1327
The Spanish word 'edad' means 'clock'.	0	10	88	895	88	88	895	sp_en_trans	raw	sp_en_trans_229
Ninety-four is smaller than fifty-three.	0	10	89	905	89	89	905	smaller_than	raw	smaller_than_1718
The city of Bareilly is in India.	1	9	90	915	90	90	915	cities	raw	cities_264
The city of Nuernberg is in Germany.	1	10	91	924	91	91	924	cities	raw	cities_908
The city of Lipetsk is in China.	0	9	92	934	92	92	934	cities	raw	cities_205
The Spanish word 'dinero' means 'mouth'.	0	11	93	943	93	93	943	sp_en_trans	raw	sp_en_trans_181
The city of Davao is in Brazil.	0	10	94	954	94	94	954	cities	raw	cities_1135
Sixty-six is smaller than seventy-one.	1	9	95	964	95	95	964	smaller_than	raw	smaller_than_633
Fifty-four is larger than seventy-four.	0	9	96	973	96	96	973	larger_than	raw	larger_than_152
The city of Milwaukee is not in China.	1	9	97	982	97	97	982	neg_cities	raw	neg_cities_1083
Sixty-seven is larger than fifty-one.	1	9	98	991	98	98	991	larger_than	raw	larger_than_660
The Spanish word 'esperanza' does not mean 'hope'.	0	13	99	1,000	99	99	1,000	neg_sp_en_trans	raw	neg_sp_en_trans_206

End of preview. Expand in Data Studio

Qwen/Qwen2.5-0.5B — Activation Dataset

Cached activations extracted from Qwen/Qwen2.5-0.5B (revision 060db6499f32faf8b98477b0a26969ef7d8b9987).

Full-sequence activations (24 layers, 896 dim, float16) and top-100 logits from Qwen/Qwen2.5-0.5B on 7,660 Geometry of Truth statements. Per-layer sharding (v1.2) with independent shard boundaries.

Tensor	Layers	Dim	Pooling	Shards	Row Bytes
hidden_layers	0-23	896	-	1	-
logits_topk	-	k=100	last_token	1	1200

Prompts: 7600
Format version: 1.2

Load with lmprobe

from lmprobe import pull_dataset, load_activation_dataset

# Option 1: Pull into local cache (enables probe training without re-extraction)
pull_dataset("latent-lab/got-activations-qwen2.5-0.5b")

# Option 2: Load tensors directly
tensors, info = load_activation_dataset("latent-lab/got-activations-qwen2.5-0.5b")
# tensors["hidden.layer_16"].shape => (N, hidden_dim)

Load without lmprobe (standalone)

import json
import pyarrow.parquet as pq
from safetensors import safe_open

# 1. Read the Parquet index
index = pq.read_table("index/train-00000-of-00001.parquet").to_pandas()
print(index.columns)  # text, label, num_tokens, shard_index, row_offset

# 2. Read tensor metadata
with open("lmprobe_info.json") as f:
    info = json.load(f)
print(list(info["tensors"].keys()))  # e.g. ["hidden_layers", "logits_topk"]

# 3. Load a shard — per-layer files: hidden_layer{L:03d}_shard{S:03d}.safetensors
with safe_open("tensors/hidden_layer000_shard000.safetensors", framework="pt") as f:
    print(f.keys())  # e.g. ["hidden.layer_0"]
    layer_0 = f.get_tensor("hidden.layer_0")

# 4. Map prompt index -> shard row
row = index.iloc[42]
tok_off, num_tok = row["token_offset"], row["num_tokens"]
# Slice full-sequence activations for this prompt
prompt_acts = layer_0[tok_off : tok_off + num_tok]  # (num_tokens, hidden_dim)

Load with HF Datasets

from datasets import load_dataset

# Shows prompt text + labels in Dataset Viewer
ds = load_dataset("latent-lab/got-activations-qwen2.5-0.5b")
print(ds["train"][0])  # {"text": "...", "label": ..., ...}

Provenance

lmprobe version: 0.7.12
Extraction backend: local
Created: 2026-03-17T19:28:50.354936+00:00
PyTorch: 2.10.0+cu126
Transformers: 5.3.0

Downloads last month: 33

Qwen/Qwen2.5-0.5B — Activation Dataset

Contents

Load with lmprobe

Load without lmprobe (standalone)

Load with HF Datasets

Provenance