{"id":"https://openalex.org/W7224084448","doi":"https://doi.org/10.5281/zenodo.23747765","title":"Affect Under Constraint: Conversational Placement and Fixed-Answer Tests of Hostility-Related Carryover Through a Language Model's Reasoning","display_name":"Affect Under Constraint: Conversational Placement and Fixed-Answer Tests of Hostility-Related Carryover Through a Language Model's Reasoning","publication_year":2026,"publication_date":"2026-10-28","ids":{"openalex":"https://openalex.org/W7224084448","doi":"https://doi.org/10.5281/zenodo.23747765"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23747765","doi":"https://doi.org/10.5281/zenodo.23747765","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23747765","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23747765","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135824865","display_name":"Arthur Su","orcid":"https://orcid.org/0009-0002-5678-4708","observed_orcids":["https://orcid.org/0009-0002-5678-4708"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Su, Arthur","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0002-5678-4708","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5135824865"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10383","display_name":"Language, Discourse, Communication Strategies","score":0.19259999692440033,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10383","display_name":"Language, Discourse, Communication Strategies","score":0.19259999692440033,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.1785999983549118,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.10170000046491623,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/carryover-effects","display_name":"residual effects","score":0.4740000069141388},{"id":"https://openalex.org/keywords/hostility","display_name":"hostility","score":0.6000000238418579},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.7310000061988831},{"id":"https://openalex.org/keywords/qwen3-4b","display_name":"Qwen3-4B","score":0.9110000133514404},{"id":"https://openalex.org/keywords/reasoning-traces","display_name":"reasoning traces","score":0.5519999861717224},{"id":"https://openalex.org/keywords/user-ratings","display_name":"user ratings","score":0.4230000078678131},{"id":"https://openalex.org/keywords/conversational-ai","display_name":"conversational AI","score":0.3179999887943268},{"id":"https://openalex.org/keywords/affective-bias","display_name":"affective bias","score":0.35600000619888306}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7222999930381775},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.684499979019165},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5917999744415283},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.49219998717308044},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4708000123500824},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.43630000948905945},{"id":"https://openalex.org/C2781214261","wikidata":"https://www.wikidata.org/wiki/Q2729863","display_name":"Hostility","level":2,"score":0.4023999869823456},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.3767000138759613},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2896000146865845},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.28839999437332153},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23747765","doi":"https://doi.org/10.5281/zenodo.23747765","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23747765","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.23747766","doi":"https://doi.org/10.5281/zenodo.23747766","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23747766","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23747765","doi":"https://doi.org/10.5281/zenodo.23747765","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23747765","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7221545167","https://openalex.org/W7220676123","https://openalex.org/W7220376689","https://openalex.org/W6906322894","https://openalex.org/W7213519439","https://openalex.org/W7213292224","https://openalex.org/W7222792177","https://openalex.org/W7137888991","https://openalex.org/W7223776513","https://openalex.org/W7161942040"],"abstract_inverted_index":{"Preprint":[0],"reporting":[1],"three":[2],"preregistered":[3],"studies":[4],"(Studies":[5],"4\u20136":[6],"of":[7,38],"the":[8,34,39,44,64,69],"Affect":[9],"Under":[10],"Constraint":[11],"series)":[12],"on":[13,50],"Qwen3-4B.":[14],"Stored":[15],"hostility-steered,":[16],"control":[17],"and":[18,87,125,128],"unsteered":[19],"reasoning":[20],"traces":[21,114],"were":[22],"replayed":[23],"with":[24,115],"identical":[25,95],"tokens":[26,97],"across":[27],"conversational":[28],"placements.":[29],"A":[30],"hostility":[31],"trace":[32,70,92],"lowered":[33],"model's":[35,45],"later":[36],"rating":[37],"user":[40,60],"when":[41,56,68,90],"it":[42,88],"occupied":[43],"current":[46,100],"thinking":[47,82],"block":[48],"(\u22120.66":[49],"a":[51,59,73,135],"0\u20139":[52],"scale)":[53],"but":[54],"not":[55,130],"quoted":[57],"within":[58],"message":[61],"(Study":[62],"4);":[63],"effect":[65],"persisted,":[66],"attenuated,":[67],"sat":[71],"in":[72,99],"previous":[74],"assistant":[75],"turn":[76],"as":[77],"visible":[78],"reply":[79],"or":[80,134],"retained":[81],"(\u22120.24":[83],"each;":[84],"Study":[85,105],"5);":[86],"remained":[89],"every":[91],"source":[93],"received":[94],"answer":[96],"(\u22120.65":[98],"thinking;":[101],"answer-replacement":[102],"contrast":[103],"\u22120.01;":[104],"6).":[106],"The":[107],"pattern":[108],"held,":[109],"somewhat":[110],"reduced,":[111],"after":[112],"excluding":[113],"explicit":[116],"user-directed":[117],"content.":[118],"Results":[119],"are":[120],"limited":[121],"to":[122],"one":[123],"model":[124],"stimulus":[126],"set":[127],"do":[129],"establish":[131],"subjective":[132],"affect":[133],"unique":[136],"mechanism.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2026-10-29T00:00:00"}